{"custom_id": "comment_91552", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91552\nTitle: Educator in Support\nBody:\nAs an educator, I strongly support these model policies for the treatment of transgender students in Virginia’s public schools. I affirm the notion that the guiding principle of all policies should be that all children have a right to learn, free from discrimination and harassment. I look forward to all local school boards developing and adopting policies that ensure all students, including transgender students, have safe, supportive, and inclusive school environments. These model policies are well-researched and thoughtfully formulated. I appreciate the attention paid to the safety of transgender students in all manner of scenarios. The model policies help point the way to an education system that encourages all students to thrive, which is as it should be. Thank you for your work in this area.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91553", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91553\nTitle: Statewide Transgender policy\nBody:\nI strongly oppose the statewide transgender policy applied to our schools\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91554", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91554\nTitle: I strongly oppose the Statewide Transgender policy\nBody:\nI strongly oppose the statewide transgender policy applied to our schools\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91555", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91555\nTitle: Strongly Support\nBody:\nPlease, please pass this!  It is vital to the survival of our children!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91556", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91556\nTitle: Most Strongly Oppose- Statewide Transgender Policy\nBody:\nOur current policy of respecting all students is sufficient. The proposed change hurts minors who can't yet fully understand the implications of their decision, and robs others of their privacy rights.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91557", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91557\nTitle: Transgender policies will cause chaos in schools and lives.\nBody:\nBullying is wrong and should be stopped. However, making strict rules laid out to \"affirm\" a gender-confused young person will cause chaos and draw more attention to the young person in question. This is likely to lead to bullying outside school, where the chance of getting away with it is greater, so will be of no advantage to that student. Schoolkids have enough concerns related to growing up. Why are \"wise\" adults adding another one? Most kids feel inadequate, especially physically, and most have feelings of not quite fitting in. Should we burden them with the possibility that the physical equipment they were born with is somehow not appropriate, that they are not the boy or girl they have known themselves to be but rather may be one of a list of other possibilities sometimes requiring medicines, surgeries, change in names, etc.? Kids don't think up this stuff on their own...at least they didn't till our hypersexualized culture brought it up. Aside from the burden placed on teachers to keep up with the latest pronoun changes \"preferred\" by fickle students at the risk of their jobs, this law provides a new way for students and their parents to torment teachers or to get rid of any they dislike for other reasons. Several kids changing pronouns every few days to make the teacher stumble? Anyone who was ever a schoolkid or a teacher knows this nightmare scenario is not farfetched. Our schools will constantly be embroiled in litigation. Transgender students who look like girls are acceptable in the girls' bathroom. Transgender students who look like boys need to use the boys' bathroom. That's simple. No changing from day to day, though. Or the schools could spend money making separate mini-bathrooms, each with its own door, for anybody to use. That would work and probably help with bullying, which is rampant in school bathrooms anyway. It would be expensive, but probably not as much as hiring bathroom monitors to make sure of who's where. While ostensibly creating a policy to support the gender-confused, who would be a distinct, barely-recognizable minority if it hadn't become \"cool\" and \"edgy\", this policy tramples on the rights of people of faith, many of whom believe God makes two clearly-recognizable genders. This point of view, while not \"cool\" or \"edgy\", is well-represented in our schools. Let's not take away their right to their beliefs to trumpet the few, most of whom would probably rather not be noticed for their differences anyway. No more bullying...of the gender-confused, of people of faith, of oh, maybe redheads? Let's just treat each other kindly and not divide into categories unnecessarily with strangling legislation to support that division.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91558", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91558\nTitle: Support- Prevent Teen Suicide\nBody:\nMore than half of transgender male teens reported attempting suicide in their lifetime, while 29.9 percent of transgender female teens said they attempted suicide. Among non-binary youth, 41.8 percent stated that they had attempted suicide at some point in their lives.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91559", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91559\nTitle: I Support Trans-Affirming Policies in Schools\nBody:\nI support trans-affirming policies in schools. Our students need leadership that sees them, hears them and supports them. Trans-affirming policies treats transgender students with respect which is not only required by law, but is how everyone should be treated. Transgender students are protected under Title IX and by the US Constitution and by having trans-affirming policies in schools, you are explicitly protecting transgender students from discrimination. I agree with the American Academy of Pediatrics who said \"Transgender youth, like all children, flourish when they feel supported. Therefore, the [AAP] policy emphasizes a gender-affirmative model of developmentally appropriate care oriented toward understanding and appreciating the gender experience of all youths.\" The policy recommends \"advocacy with school districts, communities, and policymakers to promote acceptance, inclusion and legal protection for all children without fear of harassment, exclusion or bullying because of gender expression.\" Please support transgender students with nondiscrimination policies that promote respect and equity for all.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91560", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91560\nTitle: Strongly support\nBody:\nThis pastor strongly supports this. Trans lives deserve dignity and respect as we all do.  Thank you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91561", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91561\nTitle: Support the guidance and protect the rights of *ALL* students, especially LGBTQ+\nBody:\nI am pleased to see the progress being made towards a more inclusive environment for transgender and non-binary students. My children are rather young, ages 5 and 8, and while they have not expressed any feelings of gender dysphoria, one of their best friends has. Just like any other parent, I want my children to live a safe and happy life, I want them to have access to everything they need, especially while they’re at school, and especially if they were to be struggling with their gender identity. I’m so happy to share that our experience with re-learning proper pronouns and the true name of our friend has not been as difficult or confusing for my children as I had imagined it might be - our children are capable of normalizing the “shift” towards a more inclusive future and I think we should too. I support the guidance and appreciate the attention to this matter.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91562", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91562\nTitle: Support our children - all children! Conforming and non-conforming identities are valued here.\nBody:\nI know firsthand the impact of supporting a young child with a non-conforming gender identity. Being able to open your heart and arms wide enough to make a circle of acceptance and love is empowering not just for the child but for the whole community. This work is important and needed. The good thought that is behind this initiative in Virginia is inspiring and is a model that others can follow. Thank you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91563", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91563\nTitle: Strong Support\nBody:\nI am in strong support of these necessary policies for transgendered students and youth.  These policies are but a bare minimum for what should be expected of schools to provide inclusion and equity for all.  Students should, without question, view school as a place where they can learn and grow in a safe environment, and schools absolutely need to strive towards achieving that.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91564", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91564\nTitle: Strongly Oppose - Help Children Love and Embrace Their Bodies\nBody:\nI appreciate the Department of Education's efforts in researching and proposing policies on this important issue. All students, regardless of their sexual orientation, gender expression, religion, political views, etc., should be treated with dignity, kindness, love, and respect. Nevertheless, I strongly oppose this policy proposal for several reasons. One, I disagree with the document authors' definition of gender \"a set of social, psychological, and emotional traits.\" The problem with this definition is that it leaves out genetics and biological traits. Two, the document lays out guidance for withholding information about a student's gender identity from the student's parents. I realize that the goal is to protect students in such cases who may have unsafe homes or unsupportive families. But then the solution should be to address the unsafe or unsupportive family, not to institute a policy that gives schools the power to conceal such important information from parents about their own children. Three, the proposal includes policies that would force school employees to use a student's preferred gender pronoun whether they agree with it or not. This is a violation of free speech, not to mention a potential violation of religious freedom if a school employee's religious/moral conscience directs them to speak what they believe is true---that gender, among other things, is determined by one's biology. A school employee may thus feel compelled out of love to tell the truth by using a student's original name. Four, in my reading of this document and in my own research, I do not see enough evidence to show that minors have the maturity to make lasting decisions about something so central to their identity as gender. I therefore do not think there should be policies in place that force people to go along with a student's decision, when in fact the student's decision could well change --- and when in fact a more helpful solution may be, through many patient and kind and loving conversations, to help a student love and embrace the body they were born with. Of course I recognize that there are students who feel a dysphoria between their biological sex and their gender expression. This is a painful and difficult thing, and such students should be loved, and cared for, and helped. But it does not mean that gender identity is simply what students \"think\" or \"feel\" it to be irrespective of their biology, and that we should therefore institute policies to encourage and cement this choice. To do so would be an arbitrary act of privileging the mind over the body, an act which in fact encourages a low view of one's body because it teaches children that their bodies are malleable, and thus ultimately irrelevant, to who they are. I therefore believe such policies would ultimately be harmful to students' view of themselves. The better solution for students who experience gender dysphoria is to help them love and accept their own bodies. This would require parents to teach their children who experience dysphoria that certain activities and social roles needn't be gendered, and indeed that certain gender stereotypes are false: it is perfectly acceptable, for example, for a woman to be rational, assertive, to take charge, and to love sports and outdoors. Likewise it is perfectly acceptable for a man to be gentle and emotional, and to love music and arts. We don't need new school policies on this front; we need loving and engaged parents who are committed to walking with their children when they experience gender dysphoria to help them grow into a more holistic understanding of their gender --- an understanding that respects biology and affirms that girls can have boy interests and vice versa.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91565", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91565\nTitle: Please oppose this measure\nBody:\nDear Virginia Legislature, Please vote to oppose this measure as it is currently written. I understand that this is a measure that is meant to enhance the environment for public education. ALL kids DO need to receive respect and have equal opportunity for quality EDUCATION. However, this measure distracts from the task of education. That is our goal in school, correct? We are working to equip our children with foundational tools of how to learn and communicate within the fields of math, literature, writing, history, arts, and the scientific method. There is an increasing emphasis on self-expression in the educational world that, especially for younger children, can be extremely stressful and cause significant confusion. How is an individual expected to know or express their mind if all that is in it is the stuff of childhood? Children (and adults, for that matter) derive confidence from knowledge of their world. I give my child an education based on fact so that he or she is able to stand confidently on that foundation in order to then make sense of their world. I do not send my child to school so that he or she can first become enlightened of what originates from his or her mind. If a subject is too complex, we save those topics for when their minds are more mature and can better understand them. Please, be gentle. Honestly, the kids who are confused and uncertain about how to live in the skin in which they were born deserve to be treated with compassion, but with discretion. It’s akin to walking around with a bone hanging out of your arm, and, instead of seeking healing, you force everyone else to look at it and talk about it. This is not conducive to a positive learning environment. American schools are commonly known to be failing. The number one documented reason we are failing is the lack of involvement from parents. This measure states clearly that if a parent fails to follow the child’s desires regarding his/her/its gender, the parent is to be cut off from responsibility and gives the school administration power to act on behalf of the child. This is a legislative path that guarantees a further removal of parental involvement in schools, and entrusts the government to provide what the child, and thus eventually, society as a whole, needs to develop to maturity. Given the failure of the schools to ensure the majority of graduating seniors can read above a 5th grade level, and most don’t understand United States history, let alone world history and where the United States stands within it, this is not encouraging. Virginia legislature can and must do better to promote a healthy learning environment for all students and support their teachers. If a child needs private facilities while sorting through feelings, they ought to be available, as per current nondiscrimination policies. Likewise, bullying should never be tolerated for any reason under the same policies. If a child is struggling with family, the best course of action for all involved is to seek healing for that family. It is not enough just to let the child to manage these feelings alone. This will only lead to further confusion, feelings of isolation, and possibly suicide. However, the accommodations for one student cannot infringe upon the consideration of other students. Other commenters have appropriately argued against the use of toilet and locker room facilities by individuals with different genitalia. Thank you for your consideration.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91566", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91566\nTitle: Policy will increase suicide rates\nBody:\nPolicy will increase suicide rates\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91567", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91567\nTitle: Strongly oppose. Teach them absolute truth!\nBody:\nTeach children that they are made in the image of God, male and female. Absolute truth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91568", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91568\nTitle: Strongly opposed to transgender policies\nBody:\nI am strongly opposed to these transgender policies which would further confuse and bring harm to our children.  I believe such policies are to be considered child abuse!  Teen suicide is at an all time high and it’s no wonder with policies such as these.  It is total insanity to purposely teach our children such lies.  Children will not even be safe to use the restroom at school if boys are allowed into the girls bathrooms and vice versa.  There will be no privacy or safety at school for any of our children!  I hope and pray this doesn’t pass but if it does I think every parent should take their children out of the public school system immediately!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91569", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91569\nTitle: Strongly Support!\nBody:\nI strongly support the compassionate treatment of all students and ask that you value the guidance and expertise of the professionals and parents who love and support their children. You will never be wrong supporting human decency and rights.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91570", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91570\nTitle: Please don't persecute children in your attempt to stop persecution of others.\nBody:\nThese proposals would persecute children while attempting to alleviate the persecution of others. Almost everyone would agree that it is paramount that every child feels supported both at home and at school. Instead of accomplishing this, these proposals would Confuse many children that are currently not confused Result in children being removed from school systems Cause undue stress for children with their privacy violated (sharing restrooms and locker rooms with those of other anatomies. I understand the intent, but there are better ways to accomplish this. Thank you!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91571", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91571\nTitle: Oppose\nBody:\nSexual orientation is determined at conception by God.  It is not taught in a classroom.  I do not approve of my tax dollars being spent on ruining children and undermining family values. Bullying is a popular topic and pushing a false ideology is a form of bullying.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91572", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91572\nTitle: SUPPORT\nBody:\nEqual rights for all humans. Let kids who feel transgender, non-binary or gay taught that it is ok so those who do don't get discriminated and be singled out, then stifle their feeling and become depressed and unhappy and suicidal.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91573", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91573\nTitle: This is child abuse, parental abuse, and admistraion abuse, and abuse of teachers.\nBody:\nWhere is the wisdom of those in leadership?  Placate a tiny minority of confused children and torture everyone else.(Administration, teachers, parents, and most of all the children) You want to jeopardize the privacy and safety of my daughter in bathrooms and locker room?. This violates all reason and common sense in so many ways. The fact that it is being purposed is shameful intellectually, sociologically, psychologically, ethically, morally and spiritually. If this goes through it will not be because it is good and right for our children it will be an abuse of power to placate the perverse minority who scream the loudest. You will be held accountable.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91574", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91574\nTitle: This is Anti-Scientific and Prohibitive of the 1st Amendment\nBody:\nThis proposal promotes the denial of science and is a violation of the First Amendment.  We should not be teaching our children to deny science nor should we be teaching them that truth is relative.  We should not wonder why our society can no longer agree as to what are facts and can be so easily misled by misinformation when we no longer consider such a basic biological fact of sex identification as absolute truth.  If a person becomes male or female based solely on how they feel, then it certainly follows that other facts become true or not true based solely on how a person feels.  It is a scientific fact that if the 23rd pair of chromosomes are XX, that person is a female while if they are XY that person is a male.  Schools should be teaching scientific facts.  Please don't produce science deniers. Additionally, this bill which is said to be aimed towards antidiscrimination and freedom of speech, actually allows for open top-down discrimination and inhibits freedom of speech. The bill cites: \"First Amendment: The First Amendment protects freedom of speech and expression. Schools may not prevent students from expressing their identity.\" This bill does not address the first amendment rights of children who believe in science and wish to express that males and females are determined biologically and that they do not want to be in a locker room or bathroom with a person who is a different biological sex. This bill sets up a false narrative.  There are currently no laws that prohibit children who have gender dysphoria from attending school and learning in a safe environment free from harassment.  No reasonable person thinks that child should be prohibited from attending school without the school staff or other children from bullying them.  No one should be threatened.  However, this bill takes it a step too far when claiming that calling a person with XY chromosomes \"he\" is a form of intimidation and bullying.  If this is bullying and threatening, then it is only more logical that forcing someone who believes in biology to call a boy \"she\" or a girl \"he\" is also a form of bullying, threatening, and intimidation.  Additionally, if you tell the children that people must conform to the demands of their emotions, regardless of facts, you will be producing a generation that is no way prepared for the real world. To explicitly state that an employee who consistently refuses to deny science by using the pronouns that are biologically correct is discriminatory is a violation of that employee's First Amendment Right.  I repeat, this is a violation of a person's First Amendment Right.  People have the First Amendment Right to affirm basic biological truths and state that they do not accept the very new trend in denying this truth. This is also a violation of the First Amendment which states \"Congress shall make no law respecting an establishment of religion, or prohibiting the free exercise thereof;...\"  Forcing people to deny the Biblical truth as stated in Matthew 19:4  \"...he which made them at the beginning made them male and female,\"  is prohibiting the free exercise of religion. Another area in which this bill actually creates discrimination is in regards to bathrooms and locker rooms.  The document states: \"All students are entitled to have access to restrooms, locker rooms, and changing facilities that are sanitary, safe, and adequate, so that they can comfortably and fully engage in their school programs and activities. This begs the question, what about students who do not feel comfortable changing in a locker room where there are people of the opposite biological sex?  Why is the comfort of the teenage daughter who doesn't want to change in a locker room with a biological boy less valued than the comfort of the biological boy who wants to change with the teenage girl?  The document also specifically states \"It can be emotionally harmful for a transgender student to be questioned regarding the use of restrooms and facilities. School staff should not confront students about their gender identity upon entry into the restroom.\"  This is effectively a free for all in which everyone can use any restroom, locker room, or shower that they desire.  All reasonable persons know that this is a terrible idea that opens the door for more harassment. I will not go into all of the ways in which this is also actually harmful to those whom it is supposedly trying to help as this is covered in many other posts.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91575", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91575\nTitle: ing religious anti-LGBT bigot snowflakes everywhere\nBody:\ning straight white caucasian s acting like they will be a victim of something by allowing someone to be who they are. Virginia rednecks whining that this somehow affects their \"rights\". People with no scientific knowledge past their redneck 5th grade education claiming to be the authority of science. Religious pieces of using their religion to oppress others. Failure to pass this kills children and ruins lives. No parents will be harmed by this. They will just whine because they are religious anti-freedom pieces of who deserve to die a painful death of cancer\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91576", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91576\nTitle: Absolutely oppose this unwise craziness\nBody:\nThis totally craziness.  Very unwise.  Bowing to perversion.  Let parents and families deal with issue. Schools should stay clear.  Separate bathrooms. As always! Enough outside influence for perversion without schools doing it too!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91577", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91577\nTitle: Strongly support!\nBody:\nI strongly support this document and these policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91578", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91578\nTitle: Opposed; Please do not allow this policy to exist\nBody:\nThere are many reasons that this policy is inappropriate and many reasons are listed in other comments inserted here by others who do not want this policy to exist in our schools.  I will not recap all the same comments, but please know that as a Virginia resident and parent of children, this transgender policy is reckless, stifling to child development, and a clear lack of attachment to reality.  Please do not let this pass.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91579", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91579\nTitle: Strongly Support\nBody:\nMy daughter has several gay and trans friends in school who are often bullied.  Measures need to be in place to give them support.  I strongly support this measure!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91580", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91580\nTitle: STRONGLY OPPOSE\nBody:\nI am a VA parent and I don't want the children who are my children's friends to be confused and misunderstanding the goodness of being a woman and a man. They are young children and the government of VA should not brainwash the children with the idea of sex confusion and misinterpretation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91581", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91581\nTitle: Strongly Oppose\nBody:\nI strongly oppose this transgender policy. It is harmful to confuse children with leftist indoctrination about gender identity. It is in the best interest of children and the future leaders of the state of Virginia to celebrate and affirm their God-given biological gender as male and female.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91582", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91582\nTitle: Parents rights must be respected\nBody:\nIt is incomprehensible to me that educated adults (e.g. our policy makers, educators, SWs, etc) believe that these policies will be for the betterment of ALL  K-12 school children.  When did our schools stray so far from their main academic purpose of teaching STEM, the arts,  and the basics of reading, composition, and math?  I fear there is an insidious agenda involved here.  90% of children with some form of gender confusion (dysphoria) grow out of it by the time they reach early adulthood if properly addressed.  The proposed policies will only lead to greater confusion and danger (primarily for young girls) especially in locker room scenarios. Leaving parents out of important information and decision-making regarding their children is absolutely wrong, and in my opinion verges on criminality. Please help confused children and don't harm others.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91583", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91583\nTitle: Absolutely Oppose is the Strongest Terms!\nBody:\nThis is anti-science.  Pander to a very small minority of confused kids and put every child under this same confusion, only now for someone as an authority figure in the children lives promoting and giving legitimacy to this doctrine of a minority of confused adults.  You're enabling predators in locker rooms, bathrooms putting the safety and purity my grandchildren in jeopardy.  This is wrong on so many levels...This is anti-God!  This denies the plan facts of birth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91584", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91584\nTitle: I strongly support these model policies!\nBody:\nI strongly support these policies. It's time to affirm transgender yout.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91585", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91585\nTitle: Strong Support\nBody:\nAs an LGBTQ+ person, I was not comfortable coming out until I began medical school. My schools growing up provided absolutely no support for students and I witnessed first hand the daily hardships of other students, especially trans girls. Those memories still affect my ability to be myself in all settings, and I know that earlier interventions can help all students regardless of gender and sexuality. I wholeheartedly support these policies and hope children of Virginia can learn to be inclusive as part of their public education.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91587", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91587\nTitle: Oppose proposals that promote gender confusion\nBody:\nI recently read a study that claimed children today have more fears and anxiety than the average psychiatric patient did in the 1950s. Ours is an age of anxiety, especially for children who are among the most vulnerable in society. As a teacher with a VA teaching license for over 30 years, I am concerned about much in our schools: poor discipline, weak academics, drugs, bullying, etc. Why would we want to support gender confusion, boys in girls' locker rooms and bathrooms, etc.? Let schools be schools and teachers focus on teaching content and helping individuals. I am concerned if these extreme proposals are allowed, we will see more confusion and anxiety among our young people, plus even more qualified teachers leaving the profession if they think they are busier doing \"social engineering\" than actually teaching and helping students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91588", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91588\nTitle: No- A unjust burden and irresponsible\nBody:\nThis type of burden upon teachers and students is unjust in a republic. Parental rights are tossed away with these laws, teachers and students will be sued and penalized at the whime and unscupulious designs of those pushing this agenda. The rights of 99.9999999 percent of students will be dismissed as not important. This is only cause confusion, resentment, and loss of teachers who already are burdened with teaching during this pandemic.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91589", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91589\nTitle: Strongly oppose!  Please \"follow the science\" on this\nBody:\nI fear for my grandchildren.  Bullying not by peers, but by curricula forced upon teachers.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91590", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91590\nTitle: Prounouns\nBody:\nRegarding the matter of students utilizing different pronouns, the letter I received on my porch was very misleading. Students do not change pronouns daily or even weekly. The regulation changes that are being implemented is only harmful to a child whose parents want to deny that their child may not be heterosexual. It is important to listen to your child when they tell you they look one way on the outside, but feel a different way on the outside. Your child is there own person, they are not mini versions of yourself. Allow students  to their right to live their life in the manner they choose. Blocking them from being their authentic self will only help lead children to suicide because their family tells them they are not normal.....This letter is again very misleading and I believe is being used as a scare tactic for the inevitable.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91591", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91591\nTitle: Support Trans Youth/Students\nBody:\nAs a medical professional, I urge you to please consider your support for measures that would protect transgender youth and students. Like every other human, they deserve equal access to places free from discrimination. Please do not let the hateful speech from those who would seek to subjugate and denigrate these amazing and beautiful souls to shape your decisions related to transgender and non-binary anti-discrimination legislation. They need you to go to bat for them to guarantee the equal protections they all deserve. Many thanks, JM\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91592", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91592\nTitle: Transgender Indoctrination in VA Schools is a BAD IDEA\nBody:\nTransgender Indoctrination in VA Schools is a BAD IDEA !! Children and youngsters are confused enough about social ideas and experiments.  God teaches us that He created males and females for procreation.  There should not be any teachings that deviate from Creations plan. Please scrap this idea !! /s/ Wayne Sharon\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91593", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91593\nTitle: Model Policies for the Treatment of Transgender Students in Virginia Schools\nBody:\nI support these model policies\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91594", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91594\nTitle: STRONGLY SUPPORT\nBody:\nWe need to protect all children, not just the ones that fit into cisgender boxes.  Please help us protect our kids and offer a safe place for them to learn.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91595", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91595\nTitle: Support Trans Students!\nBody:\nAs an LGBTQ high school student, I strongly support these measures to help protect my trans brothers, sisters, and siblings in Virginia's public schools. From a teaching perspective, we know that students cannot intake information and learn in environments where they are unsafe or their needs are not met. To not implement these policies to protect trans students would be to deny them an education outright.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91596", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91596\nTitle: This protects all students!\nBody:\nTreating transgender students fairly is a human right. Further, ensuring fair treatment protects all students by ensuring that classrooms are not becoming detailed by personal feelings/calling out differences amongst kids and against trans students-they have every right to have equal safe access to schools. Keep VA schools safe!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91597", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91597\nTitle: Model policies for trans students\nBody:\nI support the model policies.  Everyone needs to be able to be sure that their identities are fully respected.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91598", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91598\nTitle: 7 HOURS\nBody:\n7 hours is how long my transgender child held her urine during every school day. She actually changed her natural body function so that she wouldn't make other children feel uncomfortable in the school bathroom. Changing for gym was also a struggle. Imagine how difficult it is to concentrate when you have to urinate? Add on a processing disorder.... my child is my hero. Obviously, I fully support this bill. Giving schools the opportunity to truly focus on helping all children in any way they can so that they can be successful members in our communuty is positive and a win-win. Fortunately, my neighborhood schools built in concessions for my child once I was made aware of what she was doing, 2 school years later... But I think of other children in other schools that are not as progressive as mine in the commonwealth. This bill will protect them.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91599", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91599\nTitle: Strongly support\nBody:\nI strongly support this measure. All transgender and non binary students deserve to have policies in place that protect their rights. So many children, including children of my close friends, would benefit from this measure.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91600", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91600\nTitle: I stand with our youth\nBody:\nChildren of all ages deserve our love ad support. Allowing all people to be who they are not only affirms that they have the right to exist but that they are seen and safe.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91601", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91601\nTitle: Support trans students!\nBody:\nAs a trans adult who attended school in Virginia (Western Albemarle and Albemarle counties) between the ages of 9-18, (I graduated high school in 1997) I can attest to the fact that passing this guidance document is a huge step in the right direction. Trans and LGBTQIA+ kids have no reason to feel safe at school without steps like these. I was not safe at school and knew it, and although I \"survived\" others did not. This will save and improve lives, it is a matter of the most basic human rights. Thank you, Miller Oberman\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91602", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91602\nTitle: Support Transgender Student Protection\nBody:\nI support the guidance.  My transgender son was bullied and physically harmed after he came out despite being in one of the most supportive schools in Fairfax County.  I do not want any other transgender child to go through this trauma. Please support the guidance and ensure emotional and physical protection for all students in the Commonwealth of VA.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91603", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91603\nTitle: Strongly Support!\nBody:\nAll students should have equal access to safe schools.  This is an equity issue.  I strongly support best practices for school districts.  It is essential for our public school systems to teach teachers and staff ways to offer best practices for students.  Lets continue to support students and create safe schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91604", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91604\nTitle: In strong support of this guidance\nBody:\nI strongly support the adoption of this guidance to help protect the rights, safety, and wellbeing of our trans students here in Virginia. Protecting a vulnerable group of students comprised of young people who are too often subject to bullying at school and rejection from their family of origin is the right and just thing to do. Systemic discrimination against trans students serves the best interests of no one - not our straight kids, not our cisgender kids, not our trans kids, nor anyone else.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91605", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91605\nTitle: STRONGLY OPPOSE\nBody:\nI strongly oppose. Instead of enabling our children and confusing them because we don't want to hurt their feelings, it is our duty as parents and children of God to teach them what is right from wrong and tell them the truth.  It is wrong to be someone you are not, God created men and women.  This policy will confuse our children and perhaps make them think they have a choice.  The fact the schools can hide this from parents and help kids endure this behavior is mind troubling. I have known plenty of people that just go with the flow because they want to experiment, or they want to feel like they are different and special because parents are not doing their job at home.  Parents need to support our children watch over them and guide them. A lot of parents let the electronic devices and social media parent their kids because they are too tired to deal with them and that is the biggest problem. Please people lets open our eyes, if you think this policy will improve the bullying, well you have another thing coming, if anything this will intensify it. Think COVID a lot of kids are currently being abused at home mentally, physically and sexually and a lot of them suffer from anxiety, depression and anger. Take that and coming back to school and with this horrific policy and see what happens. They are trying to shove this down our throats.  They are worried about them but not thinking of how this will impact the rest of our children and that is not fair.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91606", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91606\nTitle: Support\nBody:\nI support the guidance and keep our schools safe for all students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91607", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91607\nTitle: Strongly Oppose\nBody:\nIt is downright wrong to disregard the role of parents in public education. The schools’ responsibility is to provide a quality education in a safe environment for all its students. Period. It should be irrelevant what the psycho-social issue is, as it defines policies of treatment of students. There should be a zero tolerance of bullying by or directed at ANY student. It is not the role of the school to change social structures.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91608", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91608\nTitle: 100 % in favor of accommodations!\nBody:\nThis is LONG overdue. Every child in our Commonwealth deserves and has the right to be treated with dignity and respect. And to not be subjected to treatment that interfers with their right to an education.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91609", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91609\nTitle: Support Transgender Students\nBody:\nI am writing in favor of the supports identified in this guidance document, such as using a student's preferred pronouns and respecting gender identity in the school building, classes, and extracurriculars. This is a forward step for our state in creating a more equitable school environment for all students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94537", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94537\nTitle: In Support\nBody:\nI am in strong support. All members of the community should have reasonable expectations for a supportive learning environment away from hate and discrimination.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94538", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94538\nTitle: IN ABSOLUTE SUPPORT\nBody:\nThis state is in dire need of ordinance that protects our trans population and members of the LGBTQ community. Trans people are human beings just like the rest of us and they need the proper protections that they are entitled to. We need to ensure they are treated fairly in the school system as well. Please pass this!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94539", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94539\nTitle: Strongly OPPOSE\nBody:\nThese policies are an atrocious abuse of children’s rights, safety and freedoms under guise of ‘any-sex-equality’. It is a parents legal duty, and inherent right, to guard and guide their children in all matters - removing a parent from the conversation/decision-making is OVERREACH at the UTMOST and should never be considered.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94540", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94540\nTitle: Strongly Support\nBody:\nVirginia public schools must support and students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94541", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94541\nTitle: Strongly Support\nBody:\nI strongly support the guidance!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94542", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94542\nTitle: Strongly Support!! Trans rights are human rights.\nBody:\nThese changes are essential to protecting trans children in schools. This isn't a question of whether your religion supports transgender people or not, this is a question of whether we protect all our students from all walks of life. To oppose these implementations is to oppose protecting the mental wellbeing of our youth. Protecting trans kids does not harm your religious freedom. Refusing to protect transgender people however, strips away their human rights and means we are treating trans people as lesser.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94543", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94543\nTitle: Treatment of Transgender Students and Spaces\nBody:\nAs I read the proposed agenda for public school treatment of Transgender students, I am saddened by the lack of safety by which these guidelines have been outlined. The term “feel safe” is just as ambiguous as the idea that the “safe” part is present. I understand the transgender idea was never meant to discriminate or paralyze the individual, but the term itself places them in a corner doing the very thing the fight is against. Back to my point, “feeling safe” because no one questions the actions of the student, only is “safe” if EACH AND EVERY student is honestly seeking their own safe space without malicious intent. Using the guise of Transgender, with these provisos, will then allow those aggressive students to mask their intent LEGALLY without being questioned by those who have been tasked to keep the safety and welfare of EACH AND EVERY student secure. If those in authority cannot ascertain reasonable safeguards by investigating issues prior to someone getting abused emotionally, sexually, or physically, there is no “safe” to feel. I also understand that Parents and Administrators all don’t have the same value systems or understanding as the transgender community espouses, and the remarks, actions and power plays by them often go overlooked and passed over as “the right way to reach these kids.” Personally, have worked closely with children and teens for over 25 years. I have seen their desires both positive and negative. One thing I do know, the parent, no matter my view of their parenting skill or lack of, needs to have a say in the child’s life, especially, when it comes to their safety (emotionally, physically and sexually). The ties to the parent cross more boundaries than idealogical ones. Working with the parent to solve the issues will bring about a better result than subverting those ties and taking a minor into the state’s care. You will find parents won’t “feel safe” in public schools because they won’t be allowed to have a hand in their child’s protection. I feel these guidelines need to be revised to provide the authorities and parents with reasonable protective powers and not have it weigh solely on the students’ “honesty” in order for there to be a true “safe space” in public school.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94544", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94544\nTitle: STRONGLY SUPPORT, trans students deserve respect\nBody:\nThis policy change is extremely important and past overdue! No child can learn or grow in a school environment if they don't feel safe and respected, and these changes to school policy will ensure that trans students can feel just as valued as cis students, and worry about school or activities instead of their safety or rights being violated. These changes will benefit Everyone! Virginia needs to pass this and do the bare minimum when it comes to caring about our students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94545", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94545\nTitle: Unfair to young women participating in sports.\nBody:\nMakes no sense whatsoever to allow a transgender person (male chromosome) participate in sporting events against young women.  Now im sure that if you were the proud parent of a young transgender that wanted to play a sport, you would want the same rights given as others.  But let me ask you this, if you were to put yourself in the shoes of the the young woman's parents.  lets say who lost her position on the track team to a transgender (male chromosome) person.  What would you tell her?  Maybe, suck it up and try harder? Or that maybe she should try out for a non school team?  And heaven forbid she's working towards a scholarship.  Just as long as you get what you want, nothing else matters right? I strongly disagree.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94547", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94547\nTitle: Support\nBody:\nI strongly support this guidance—it’s a necessary step at providing safe places for ALL students to learn and grow\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94546", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94546\nTitle: Strongly support\nBody:\nI support efforts to accommodate the trans community in Virginia public schools and I believe this proposal would positively address several issues of relevance to them.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94548", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94548\nTitle: Strongly Support\nBody:\nI strongly support the rights of transgender students and support the lawmakers protecting their rights within the schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94549", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94549\nTitle: Strongly Support\nBody:\nAll of our students need to have a safe and secure place where they feel comfortable for a learning environment.  Without this it has been shown through many studies that children (and adults for that matter) are severely limited in their ability to learn and grow.  All children deserve the right to a place where they can maximize their potential.  This benefits all of our society whether you agree with who they are.  Our society is strongest when we support one another and this model policy is a good step towards supporting all of our children.  It is not the end goal, but it gives us the opportunity to move in the right direction.  Diminishing those who are not like you does not uplift you nor our society and we should not allow that to occur in places where we nurture the next generation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94550", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94550\nTitle: Strongly Support\nBody:\nI strongly support creating and executing law that protects Virginia’s transgender students in the public school setting. Every child no matter how they choose present themselves to society should have the ability to receive a public education without a fear of being intimidated or threatened.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94551", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94551\nTitle: School Transgender policies\nBody:\nI do not believe the \"government\" should usurp the rights and responsibilities of Parents! The job of the school is only to teach math, english, history etc.  Their job ends when the student leaves the school grounds.  The parents responsibilities are the rest of the day, night, weekends, teacher workdays, vacations, and summers.  If the school does not communicate their concerns about a students behavior and something happens to that student and it was found out that the school personnel knew about it, there would be real legal consequences! Students aged 0 to 18 years of age are legally considered children.  From 10 to 18+ they are going through strong hormonal changes in their lives.  I think it criminal to give them puberty blocker hormones!  They should be given psychiatric and psychological support until age 18 when they can decide which sex they choose.  Becouse it is a CHOICE if they decide to change their sex. I think the solution to this is for each school to build a transgender bathroom for each chosen sex. I think \"prefered pronouns\" are a distraction for school personnal that would distract from the ability for them to teach.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94552", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94552\nTitle: Strongly SUPPORT\nBody:\nTrans rights are human rights! All children deserve equal treatment however they choose to identify.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94553", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94553\nTitle: Support ALL Students\nBody:\nA debate on basic rights and acceptance in schools is not a debate. This document should not even have to be made to provide the same protections for students in school as any other student. Whether you are an educator, school counselor, parent, or administrator, you have a responsibility to protect and accept the students that come into your school and your home every day. If your love and acceptance is limited to sex and identity, you should not be an educator. Even further, you shouldn't become a parent if there are limits to who your child can be to be worthy of your acceptance and love. Education is a fundamental right that ALL children deserve to have SAFE and FAIR access to. Students who identify as transgender are no less part of their school than students that identify as the sex they were assigned at birth. Who are you to say they shouldn't have the same rights?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94554", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94554\nTitle: trans students deserve respect\nBody:\ntrans people are real and deserve the same respect any cisgender student gets. as a trans nonbinary person, if these boundaries existed while i was in k-12 i would have felt so much safer.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94555", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94555\nTitle: Strongly oppose\nBody:\nI strongly oppose these policies being considered because there are absolutely no provisions for or exceptions for students, teachers and administrators whose religious faith, conscience, or understanding of biology and sociology prevents them from being able to go along with the “transgender” ideology and policies. I strongly oppose these policies based upon the fact that students accused of not aligning themselves with them can under these suggested guidelines be interrogated without the knowledge of their parents. No minor should have to undergo such an ordeal at all and certainly no minor should have to undergo it alone without parental intervention. I strongly oppose these guidelines which bully anyone who disagrees with them. Instead of seeking unity, they seek to dissolve unity more and more.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94556", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94556\nTitle: Trans Rights\nBody:\nStudents matter regardless of gender\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94557", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94557\nTitle: Oppose transgender education\nBody:\nAnti bullying training is already in schools. It is wrong  for school administrators to contradict the religious beliefs of thousands of families in order to curry political favor. Every family on my street I have spoken with is against this. Who is paying the taxes that support your school? I do not want my elementary school children being told that they can change their gender. Nor is it right for school officials to  undermine a child’s parents by encouraging a child in that direction, failing to inform their parents, and report the parents if they fail to be “affirming”. Children should not be forced to use new gender neutral pronouns and punished if they choose not to. This is outrageous and anti- American. If you bring this leftist nonsense to Virginia you will see many families pull their children out of public school.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94558", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94558\nTitle: Oppose Flawed Transgender Policy\nBody:\nI believe all children should feel safe and be treated with dignity and respect no matter what. The proposed policy on trans rights, however, is highly flawed and goes woefully beyond \"human rights\" to stripping away the rights of parents, creating a very confusing and potentially dangerous environment to the majority, in an effort to cater to the minority. There must be a balance and a way to protect ALL students while also respecting the parents' principle role in their child's life. Please do better lawmakers.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94559", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94559\nTitle: 100% SUPPORT\nBody:\ni am a non binary person in their 20s and all I want is safe and inclusive schools for all current and future students in Virginia.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94560", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94560\nTitle: Strongly Oppose, Violation of Constitutional Rights\nBody:\nAs a former student of Virginia public schools, I am strongly opposed to the policies that are trying to be passed. You are asking faculty and students to go against their own convictions and worldview in order to accommodate for certain students. That discriminates against students and teachers who don’t agree with this worldview which is what you’re “trying” to avoid. The fact that students are allowed to do all of these things without their parents’ knowledge is horrific. These are minors who are still under their parents’ roof and guardianship. The parents have every right to know what is happening in their child’s life, and purposely leaving them out is unhealthy and just wrong. Also, these policies allow students to use whatever bathroom, locker room, changing room, etc. that they want with no questions asked. This leaves room for males to take advantage of that in order to go into the girls’ bathroom. That is not okay and is completely inappropriate. Girls should be able to feel safe at school, and these policies destroy that safety. Lastly, you allow no exceptions for faith, conscience, and basic biology. All of these policies go against our first amendment rights of freedom of speech and freedom of religion. These policies are horrific, and I am strongly against every single one of them.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94561", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94561\nTitle: Support - Trans Rights are Human Rights\nBody:\nTrans rights are human rights. Trans youth needs to be protected at all costs. The suicide and homicide rates of trans people is frighteningly high. There is nothing taboo about discussions about gender identity, and hopefully it will help normalize the existence of trans folk enough that violence rates against them will go down. The argument that trans people violate someone else religion is nothing more than an insecurity on their part. Not only should religion be kept out of public schools, but there is nothing about a trans person’s existence that makes it impossible for someone else to practice their religion. Religion is NOT an excuse to neglect the needs of others, especially when it involves their personal safety or wellbeing.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94562", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94562\nTitle: STRONGLY OPPOSE!\nBody:\nThis is ludicrous!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94563", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94563\nTitle: On \"Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\"\nBody:\nThis is the bare minimum that should be done to provide equitable quality of education to all students of all backgrounds. This is not a matter of faith. This is not a matter of politics. This is not an aggressive push for radical change in how we approach primary and secondary education. The policies outlined in this guidance document are the bare minimum that ought to be done. Comments and general replies in opposition largely cite safety concerns for students (with the implicit addendum of \"cisgender and heterosexual student safety concerns\"), with fringe arguments about athletics. This leads to the traditional discussion of restrooms, changing areas, and gendered health and physical education classes, which do require more tact and structure to ensure that all students are safe and comfortable in their learning environment. However, when one reads the guidance document pertaining to this discussion (found in either Dress Code or Access to Activities and Facilities), this concern is mute. The to-be voted on policies of the Virginia Department of Education adhere to any given Virginia and federal law. They are reasonable and accommodating to transgender and cisgender students alike. Yet there is still noticeable opposition to it. I repeat again: this is the bare minimum . To concede on anything within the document is to allow emotional (and potentially physical) harassment and abuse to transgender students. It is to deny them of the most basic rights they are entitled to, as to who they are and as to who they can become. Primary and secondary education are the pillars in creating good foundational skills in communications and many other social skills that are often taken for granted. In denying any one thing on this document is to set the precedent to transgender students that they are second merit to cisgender peers right from the starting line. Instead of presenting professional development opportunities and guiding them to what they want to pursue, we are inadvertently creating and inflicting upon transgender students an environment where they constantly have to exist as another version of themselves, contrary to what they would like to be. It is the soul-crushing equivalent of telling a child who wants to be an astronaut that they must become a tax accountant instead, and if they deviate from that path any one bit, they deserve all the harassment, heckling, and pain they would receive for having \"an immature and nonsensical\" dream. It is worse, however, because a child will still go through the education system and mature, and they will eventually get to the point where they realize they can satisfy their own passion and throw others' suggested ideal of what they have to be to the wind. Transgender students do not have that ending. Transgender students, all too often, are sent down a self-deprecating, self-harming, and ultimately self-destructive spiral that never seems to end. Because they look in the mirror, see the environment they are in forcing an identity on them that never quite fits, and subsequently blame and hate themselves for being who they are. They look for outlets to escape the pain, both self-inflicted and by their environment, and some eventually fall onto suicide and suicidal ideation as an escape. Is that not abhorrent to imagine someone as young as twelve or thirteen years old to hate themselves that much, magnified by familial, social, and learning environments forcing them into an unfit identity? This should not be as much of a resolution needing to be passed or opposed as it should be a discussion of how do we avoid that fate for our students statewide. And this is the bare minimum to avoid such a fate. Please support the policies listed in the Guidance Document.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94564", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94564\nTitle: Strongly support!\nBody:\nTrans rights are human rights. I am in full support of the fair treatment of all of God's children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94565", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94565\nTitle: Protect my children\nBody:\nI do not want my children in a school where they are not protected or feel safe.  It is not right to remove parental rights and I certainly do not want my three children exposed to teachings, values, hidden and blatant agendas or physical actions that go against or beliefs!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94566", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94566\nTitle: Strongly support! Trans rights are human rights!\nBody:\nI strongly support this legislation. Proactive action is KEY in supporting trans students and cultivating healthy, supportive, inclusive culture in and out of school.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94567", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94567\nTitle: Strongly Oppose\nBody:\nI personally have no problem with children or people in general wanting to go by a different gender, pronouns, or wanting to be equal. While I do not agree with it and I do not think it is right, I would never judge or want to make someone who thinks it is right to feel unequal or isolated. With that being said, I believe this new policy would isolate and discriminate against those who do not understand or support this new policy. Furthermore I believe this new policy will create problems at home and will contribute to more harassment and even possible sexual harassment and/or assault. The first part of the policy I would like to address is the first point: \"Failure to use a students preferred pronouns would be harassment and discrimination, resulting in disciplinary actions.\" Since pronouns can change from day-to-day how are people supposed to know what pronouns to use when addressing a student or classmate? The only way to avoid anyone being disciplined would be for students to wear name tags everyday with their preferred pronouns on those name tags or always carry/display some sort of identifying paper or label to avoid any conflicts or confusion between students and teachers. This may seem like a solution to some, but looking at it from every aspect, this would cause even more isolation or could embarrass those whose pronouns change from day-to-day. While I think it's important to make everyone feel safe and included, I do not think this policy will bring the feeling of safety or inclusion to anyone especially if someone could get into trouble . The next parts I would like to address are sections 2 and 9. Section 2 states that schools will help students explore, facilitate, and make decisions regarding their gender expression without the knowledge of their parents. Section 9 states that parents will not be notified if their child is being interrogated or disciplined and will not be able to intervene on their child's behalf unless the complaints are not resolved at the school level. The school system should not be able to keep secrets from a child's parent especially when that secret could potentially be a life changing decision or could result in a child being disciplined without a parents knowledge. If the school is going to have strict rules about things such as bringing in tylenol or having strict parental permission and written notes for minor things then what makes the school think that keeping vital information from parents regarding their children is okay or helpful at all? The fact that the school system thinks it would help children to keep their parents out of the loop and in the dark about such serious matters is ridiculous and deceitful. The last two parts of this proposed policy change are sections 6 and 7. These sections state that parents will not be notified if a biological male is using the same dressing room as their daughter and that all students will be able to use any bathroom or locker room they want to without any questions from faculty. These 2 sections create some real questions and concerns for everyone involved. If a biological male were to use the women's locker room it could open up opportunity for biological males who do not identify as a woman to abuse that rule and use it for an unsavory reason that could lead to an assault upon a female. Another reason this particular part of this new policy would be a bad idea would be because if a biological female were to identify as male and decided to use the men's bathroom or locker room they could be subject to harassment and possible assault. I do not think allowing students who identify as the gender they were not assigned to at birth to use the same bathroom or locker room as the gender they identify with on any given day is a good idea in the least. It could cause people to be uncomfortable changing or using their own facilities and it could open up to opportunity for students and even teachers to be harassed or assaulted. While I do understand that everyone would like to be treated fairly and would like to be comfortable with who they are, I do not think this particular part of the policy would help anyone to feel comfortable or safe and the fact that the parents would not be notified also creates problems. After reading through this policy and taking into consideration all sides of the problem (whether or not I agreed with that side) I have decided that I do not support this proposed policy as it would take away the feeling of safety, comfort, and the parents rights to be informed. If another policy were to be proposed with other solutions to the issues and concerns raised then I would take another look at that policy and maybe agree then.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94568", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94568\nTitle: Strongly support—not only morally right but legally correct\nBody:\nTrans students are entitled to human rights and civil rights. Trans individuals, especially trans youth, experience frighteningly high rates of depression, suicidal thoughts, and homelessness—the last thing they need is the Commonwealth breathing down their necks. Virginia cannot by itself end transphobia or violence against trans students, but it can and must do whatever is within its power to protect the rights of trans people.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94569", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94569\nTitle: Support! Trans Students Deserve Equality in School\nBody:\nThank you to the VDOE for developing this policy to protect transgender and non-binary students in VA public schools.  I fully support this policy guidance and it has been needed for a long time!  This document in it's entirety will only help school districts know how to support their students and create a more welcoming and inclusive learning environment. Every single student deserves to be treated with respect, dignity, and have access to a quality education.  Quality education begins with inclusion, safety and feeling valued in your community...and for students, that's their school. As teachers, we need to make a safe space for all students to be their authentic selves and recognize and celebrate all of our differences.  It is easy to do when you learn more and make some small adjustments in the classroom.  Representation matters, our words matter, and our students are worth it!  Thank you again!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94570", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94570\nTitle: Support strongly! A child’s right to feel safe should never be up for debate\nBody:\nWe must must must protect a child’s right to safety at school. I really don’t understand how this is being contested. It is clear that a lot of the opposing side to this document haven’t taken the time actually read it — it’s common sense!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94571", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94571\nTitle: Christian who thinks God has the ultimate say.\nBody:\nI can't believe that anyone would think our schools and policies should change to cater to this belief.  As a Mom and Grandmother to children in public school I find this offensive and morally corrupt.  I will homeschool if this finds it's way in our schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94572", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94572\nTitle: Concerned parent - school transgender acceiptance policy\nBody:\nIt sickens me that children will be forced to comply to such perverse standards while their innocence and Christian belief will be swept under the rug. If they even share with a friend that they don't agree with what another child is doing they could have severe disciplinary action taken out on them. If my child comes home and asks me, I will not hesitate to ensure them that their friend is confused, even if that possibly would result in a case with local CPS or DSS. I believe the government is now sticking their fingers where they do not belong and have had no business being for quite some time now. What will happen when unfavorable actions or verbal abuse takes place by the opposite gender in a bathroom not intended for their use? Will it be brushed off as \"kids will be kids?\" I, as a parent, will not hesitate to teach my child to stand up for themselves, their siblings or their friends, no matter how they choose to deal with the situation that arises. I considered moving my family back to VA, but we are watching closely how many lines the government is forcibly crossing into schools and family life. Keep our children innocent!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94573", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94573\nTitle: Why is this even a question?\nBody:\nTrans rights are human rights. Love one another. Please.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94574", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94574\nTitle: support trans students\nBody:\ntrans students deserve the care and active safety we can provide them. rates of suicide are high amongst LGBT, and programming that incorporates trans students and makes them feel safe and wanted can help combat those rates.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94575", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94575\nTitle: Strong support!\nBody:\nEveryone should have the freedom to express who they truly are and feel supported in doing so. Trans rights are human rights!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94576", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94576\nTitle: Strongly Support. Keep hatred out of schools.\nBody:\nI strongly support this legislation. Hatred and bigotry have no place in this country's education system.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94577", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94577\nTitle: DO IIITTT\nBody:\nI have no idea what you're waiting for. It's clear that these policies are necessary for the emotional and physical well-being of trans and enby students and it is a social good to support students who are Figuring Out their Gender or have realized they are not in fact cis. If anything, this rulemaking would be much improved by specific language recognizing and directing support for non-trans gender nonconforming and nonbinary students. Our schools should support students in their journeys of self-discovery.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94578", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94578\nTitle: Strongly Support!\nBody:\nI strongly support this proposed guidance. Transgender children often face incredible hardship and the Commonwealth should do whatever it can to make sure that schools provide a safe and nurturing environment for all kids.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94579", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94579\nTitle: No! Keep boy parts out of girl restrooms at school! People need Jesus\nBody:\nNo! Keep boy parts out of girl restrooms at school! People need Jesus\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94580", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94580\nTitle: Strongly Oppose\nBody:\nI strongly oppose because it's not safe for our students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94581", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94581\nTitle: Oppose\nBody:\nI completely oppose this.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94582", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94582\nTitle: Comment on Transgender Policy\nBody:\nThank you for your work to improve the Virginia public schools. I would like to respectfully submit my comments concerning the draft “Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools”. The definitions in the terminology section use the phrase “sex assigned at birth”. This language is problematic and confusing because one’s sex is not assigned. One’s sex is biological and determined before birth. Fetal development is different between males and females. The male brain develops differently than the female brain. In later development there are very clear differences between young boys and young girls. Most parents and others who directly associate with young children understand this. These differences continue and develop as children mature. To claim that sex is assigned is to deny basic science. The policy refers to evidence based curricula, guidance, policy, etc. but ignores or even rejects the clear science of biological sex and male/female differences. The policy further complicates matters by separating biological sex and gender. A person’s gender is their sex. This is clear and undeniable. While our current social and political environment calls this into question it does so with no reliable evidence or with manufactured evidence or circular reasoning. This should not be allowed. This is to deny basic reality. Quality education should not deny basic science. Some children do experience confusion about many things. This may include their personal identity and possibly their sexual identity. While it is important to maintain a nurturing environment for all students we should not do so at the expense of denying basic reality no matter the current social and political trends. We should not tolerate bullying for any reason. We should also not manufacture an artificial environment in an attempt to accommodate a few individuals who are struggling with their identity. Human beings are male and female, men and women, boys and girls. Occasionally someone is born with ambiguous gender. That person, as with all persons, should be supported, nurtured and treated with dignity and respect. I recognize that is the intent of the policy but this policy does not accomplish that. I realize this is a complex social issue but please revise this policy to acknowledge there are two sexes and two genders, male and female. Males and females are different from each other and their differences should be celebrated, respected and protected. The relative few people who do not fit neatly into male or female should be treated with respect and compassion. Making allowances for a few people should not result in major adjustments for the rest of the student body. One example is making a building ADA compliant. We can add a wheelchair ramp without removing the staircase. Males should not be allowed in the female locker room no matter how they may choose to identify themselves. A further comparison would be how we treat people who are non-ambulatory. We provide wheelchairs, ramps and make buildings ADA compliant as much as possible. If someone is blind we offer to teach them brail and make allowances for service animals. If someone self identifies as blind or non-ambulatory even though they can see or walk unhindered we do not offer them disability protections and accommodations. If a male identifies as female or vice versa this is as if a sighted person were identifying as blind. This is so obvious that no explanation or defense should be required. Please review this policy with clear thinking about things that are obvious to most people. Virginia families are depending on you to do what is right and not bow to current social and political trends that deny basic science and human development. We want our schools to be a nurturing environment for all students but denying basic reality should not be required to accomplish this. We should be helping students learn how to live in the real world, not manufacturing an artificial environment for them. Thank you for your consideration. Respectfully submitted, Greg\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94583", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94583\nTitle: Oppose\nBody:\nI strongly oppose this bill. This is a matter of fact not opinion. Male and female are based on DNA. As a nurse I can assure you when a baby is born it does not decide whether it is a boy or girl, it is quite obvious! This is a travesty What you are doing to these children. If one would like to transition it should be a personal and very researched decision, one that should be involved in. Teachers have the job of educating children in academics not sexual preferences! This is a disgrace to political leadership. There are more pressing topics that need to be addressed than these emotionally driven, politically correct, biased views brought forth!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94584", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94584\nTitle: Strongly Oppose\nBody:\nI do not even know what to say that is strong enough to show how much this policy proposal disturbs me.  As a Christian educator in the public schools, I love all of my students and look out for their best interest.  I do everything I can to help them and provide a safe and healthy environment for them.  These policy ideas are absurd.   I understand looking out for the rights of everyone, but that can not be at the expense of Christians.  These policies could be used to eliminate Christian teachers from the public schools.  These policies attempt to look like they prevent bullying but I feel very attacked just in reading them.  Please look at the strong character and quality of teachers that currently exist in Virginia and resist making these destructive changes.  They would result in the loss of some fabulous teachers.  I will gladly discuss my concerns in greater detail if you want to reach out to me.  I choose to believe that the creators of these policy ideas really want positive change in our schools and how we treat our students and each other.  However, this policy recommendation is the wrong way to make it happen.  These policies will only result in negative, divisive results.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94585", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94585\nTitle: Strongly In Support Of Trans Rights\nBody:\nI am in complete agreement for supporting trans rights.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94586", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94586\nTitle: Support\nBody:\nI fully support any legislation to promote the health and well-being of trans youth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94587", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94587\nTitle: Strongly Opposed - This is crazy.\nBody:\nI find it very hard to believe that any citizen of this country would support any Godless legislation of this kind.  This is not showing love nor support for any child.  We are to guide out children, not to let them do whatever, that is lawlessness.  This is a path that leads to destruction.  Can’t anyone see that more that half of the boy will suddenly “feel like a girl” just to go into the girls locker room?  This not only perverted but dangerous.  Please, let us lead our children to think, do, and be what is right and true and not conform to this “new” normal.  God bless you and God bless America.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94588", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94588\nTitle: Strongly oppose - gender is God given\nBody:\nGod made people male and female. Children or adults who think they are a different gender than God created them to be need compassion and help to see themselves as God sees them. They do not need “empowerment” to try and become someone they are not.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94589", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94589\nTitle: STRONGLY OPPOSED!\nBody:\nThis pandemic already has children confused and battling anxiety. We do not need to further confuse them and stress them out more by adding this to the curriculum.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94590", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94590\nTitle: Oppose protect children who can't protect themselves\nBody:\nThis is wrong on so many levels! Children need guidance in their lives. With all these people supporting this no wonder children have no idea what gender they are. People should put as much effort in raising their children as they do being SJW , then there would be no need for these policies!!! Treat boys like boys and girls like girls!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94591", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94591\nTitle: Strongly support\nBody:\nStrongly support guidance for inclusive learning environments that enable everyone\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94592", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94592\nTitle: OPPOSE Tyrannical trans guidance document\nBody:\nThis guidance tramples on truth, common sense, and the rights of families. These are wildly misguided policies that will hurt students and families. The ability to \"switch genders\" will be exploited in harmful ways. The whole thing is an affront against citizens and their rights to use the schools without having to acquiesce to ridiculously bad ideas, policies, and enforcement.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94593", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94593\nTitle: STRONGLY SUPPORT\nBody:\nI strongly support this! Trans students deserve respect just like any cisgender student, and it is simply factually incorrect to assert that transgender students being allowed into the bathroom of the gender with which they identify causes issues or violence--it absolutely does not. A bathroom is just a bathroom to some students, but to transgender students, this small change could mean feeling accepted and welcomed in society instead of discriminated against.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94594", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94594\nTitle: Strongly support\nBody:\nStrongly support protecting and expanding rights of members in the LGBTQ+ community\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94595", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94595\nTitle: Opposed to Bill, Parents' Roles Should Not Be Superseded\nBody:\nIt is a policy to attack God created male and female human beings in His likeness and image. Our children have been created in a distinct way, and it is wrong to attack the way their creator, God, has made them male and female. The family is a sphere of influence ordained by God. As such, parents have the sole responsibility to direct, lead, teach, and challenge their children and decide what is best for their welfare. This is not the state's role. Parents may delegate or allow a school to come along side, but the state should not supersede parents. This policy should be overturned and abolished. This policy is designed to desensitize children even more, forcing the introduction of gender change on children for no other reason than to attempt to make it main stream in society. It mocks and minimizes parenting, making it possible to jail, fine, and separate a child from his or her parents for them encouraging their child to enjoy being the person they were created to be. If a child expresses a desire to change and the parents disagree, this policy punishes parents for it as discrimination and harassment. It also deceives parents by not telling them what their child is being taught or exposed to. Another protest, the policy will destroy teachers and students who protest against this, clearly not supporting all students' right of free speech and having a differing point of view. It would label them harassers and discriminating individuals.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94596", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94596\nTitle: Comment on transgender policy\nBody:\nStrongly oppose\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94597", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94597\nTitle: Strongly Oppose\nBody:\nI strongly oppose the Model Policies for the Treatment of Transgender Students in Virginia's Public Schools. These policies undermine parental rights by giving schools the ability to help students explore and make decisions regarding a child's sexual identity while at school without a parent even knowing. It is not the public school's job to teach sexuality to children.  It is a parent's right to guide and guard their children in all aspects of their lives. Within this policy parents who encourage their children to embrace their biological sex would be at risk of being reported to Child Protective Services by the child's school. This is an example of complete over reach by the school. I strongly oppose the eradication of all distinctions between males and females. Transgender students should not be allowed into opposite sex bathrooms and/or locker rooms just because they identify with the other gender. This especially puts biological females in an uncomfortable and potentially dangerous situation. The rights of boys and girls who identify with their biological sex are being completely ignored and pushed aside. Why are their thoughts and feelings not being taken into account as these policies turn into law? It sounds to me like these children are being discriminated against. Under this policy parents will not be notified if their child has been interrogated by school officials for allegedly violating these policies unless the complaints are not resolved. Again, an example of complete over reach by the school in an area that they have no business discussing within the school walls. My child should not be reprimanded for the sexual confusions of other students. The gender that you were born with cannot be erased --- it is biological. I am extremely concerned about the indoctrination of my children that this policy will allow to happen by school officials, administrators, and teachers. I wish that school systems would concentrate on teaching reading, writing, and arithmetic. The over reach by schools is alarming - focus on what you were hired to do.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94598", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94598\nTitle: Strongly Oppose\nBody:\nAs a former public school educator, I am strongly opposed to these proposed policy changes. All bullying and mistreatment of any person should not be tolerated in our schools. We can teach kindness and respect without these drastic policy changes. We can disagree with the choices of another person and still treat them with the dignity that every human deserves. These policies deny the rights of parents, students' privacy rights, and the First Amendment rights of teachers and administrators who disagree with these policies. I am most concerned that this policy disregards the privacy and safety of our girls.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94599", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94599\nTitle: Strongly Support\nBody:\nTransgender, non-binary, and all other students part of the LGBTQ+ community should be supported and protected so their mere existence and opportunity to thrive is not threatened.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94600", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94600\nTitle: STRONGLY OPPOSE!!!\nBody:\nMy kids know what they are. Do not introduce confusion to kids. Last thing they need in this crazy world is mental health issues caused by mismanagement in our school systems. Transgender is a DISORDER that should be dealt with on a case by case basis by that child's parents. Neutral pronouns are also not necessary. Thanks\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94601", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94601\nTitle: STRONGLY Opposed\nBody:\nTaking a parents opportunity for guiding their child in their own identity is completely wrong the school should be supporting the family not taking it over if I had young children in school I would not be sending them to Fairfax county. In my opinion they are a disgrace. Parents should be the the source of guidance not the school. The Positivity project has been a clear example of not allowing parents to see the material that has been crammed down there Childrens’s throat’s. To not be able to view the circulium without paying for it unbelievable completely wrong on so many levels And to threaten that a child can’t graduate without it. Fairfax county should be ashamed of their treatment of the family and of parents to consider that they know better what a child needs and their parents the audacity is overwhelming. FCPS needs to stick to educating not undermining the family and parents!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94602", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94602\nTitle: Strongly Oppose this Policy as Harmful to Our Children\nBody:\nI am strongly opposed to this policy which would only further foster a dysphoric environment for boys and girls who are encouraged to ignore their own DNA and pretend that they are something they are not. Our educators should be encouraging their students to grow, develop, and refine the special talents and capacities they possess as members of their biological sex and mature into capable men and women. This policy would further what has become a culturally popular agenda that ignores the increasing data pointing to the harm of encouraging children to identify with a gender other than that of their own chromosomes. \"Providers and parents who assume transition and acceptance can cure depression in children who identify as transgender risk ignoring underlying abuse, trauma, and mental health disorders.\" (Crossland, Kiley. \"Gender Transformation at All Costs.\" World, 21 Sept. 2020.)\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94603", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94603\nTitle: I support this guidance for LGBTQ Youth!\nBody:\nI support protections for trans and non-binary students in schools because I have seen and heard the struggle youth and now-adults have gone through in schools when they haven’t had support, have been bullied, or struggled with their mental health to the point of suicidal ideation or attempts to kill themselves, merely because they believe those around them want them dead, or have made their lives so difficult contemplating suicide seems like a better option. These youth and adults are someone’s children, and no one should be made to feel this way, especially when we can provide safeguards in schools to educate youth on how to be respectful and kind citizens. The statistics don’t lie - upwards of 40% of adults be have reported thoughts/gestures of suicide, and many of their experiences came from their adolescence. Make Virginia a safer Commonwealth for TGNC youth, and allow them to focus on learning to improve their education and become contributing members of our society at large.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94604", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94604\nTitle: STRONGLY SUPPORT\nBody:\nTransgender kid's rights are human rights and should be protected. We as a society need to be better at listening to and supporting one another. We need to lead with love and acceptance for people's differences. What a dark world we would live in without love and support. Transgender children are entitled to feeling safe and accepted for who they are. It is not a choice to be trans.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94605", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94605\nTitle: Trans rights MUST be supported!\nBody:\nI am in full support of this! Transgender students deserve respect and are NOT a \"poison\" to other students but rather unique and special individuals just like the rest of their peers. The Constitution is meant to protect the rights of individuals, so opposing this motion would be to oppose key components of the document and other federal policies promoting and protecting LGBTQ+ rights. Please support this! In reality, it does no harm to cisgender students but could mean all the world for transgender students who disproportionately struggle with mental health problems and academic struggles, often due to the lack of protection from schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94606", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94606\nTitle: Comprehensive, ESSENTIAL, and well supported\nBody:\nThis guidance will be paramount to protecting transgender students and ensuring equal access to education.  The authors did an excellent job of addressing the variety of issues that impact transgender students and providing detailed and clear guidance for best practices and supporting with the underlying laws and policies.  I look forward to seeing this guidance in implementation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94607", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94607\nTitle: Whole Heartedly Support These Policies\nBody:\nI am a a transgender woman who works with parents of trans and non-binary teens and tweens. I hear their fears for their children when they talk about school. I also see the fear in the numerous commenters who oppose these protections. The fear of change and of things we haven’t encountered yet is strong. I spent 54 years fearing transition and being my authentic self. I feared how people would judge me, if they would acknowledge my name and pronouns, if they would let me use the restroom of my gender. When I hear the fears of trans kids I hear these same fears. Dropping classes they want to take because they know a teacher will misgender them, fearing a substitute teacher will call them by the wrong name, and going to the extreme of not drinking all day so they won’t have to use the restroom. These policies address many of the concerns trans and non-binary students. They do this by protecting the student. Whether that is protecting their right to not fear a teacher misgendering them, or protecting their privacy as they explore their gender identity with people with whom they feel safe. It is scary to challenge the gender your family assumed you were. It is hard to gauge what their reaction will be. Many trans kids get kicked out of their homes. We never want to put either a teacher or a trans student in the position that their action many make the child homeless. These policies go a long way to protect a small, but increasing, number of students who find their way to living authentically. I support these policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94608", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94608\nTitle: Oppose/ VA schools are supposed to support communication with parents not put up barriers.\nBody:\nIn regards to the policies on transgender rights for students, these policies, as written, run the risk of creating a sense of mockery and distraction for students who are actually working through their identity.   Threatening teachers for not keeping up with daily whims of students who want to make a joke out of this is dangerous. Therefore, there truly needs to be a process and guidance for respectfully meeting the needs of students who may desire to explore an identity that is not apparent to those around them.   As long as I can remember, schools have been working hard to increase communication with parents about the welfare of the children in the families schools serve.   This document puts up barriers.   There has to be a better way to make all students feel supported and encourage communication between the schools and the community.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94609", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94609\nTitle: Oppose\nBody:\nKids will be confused by these policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94610", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94610\nTitle: Strongly Support\nBody:\nMy personal experience as a trans student is honestly, horrible and my heart bleeds thinking about what other kids go through. These are literal CHILDREN having their rights debated cause people feel as though they have the right to do so. It’s ridiculous. It’s extremely difficult to get basic human respect when you’re trans and school age children need to have at least a bill that defends them.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94611", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94611\nTitle: Never been more opposed to anything in my life\nBody:\nGender is god chosen and given during development in the womb. If you want to cater to transgenders make a 3rd bathroom option. DO NOT endanger normal children in school.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94612", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94612\nTitle: Equal Treatment of Transgender Students\nBody:\nTotally Support.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94613", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94613\nTitle: Support for LGBT youth guidance\nBody:\nMy son is in pre-school now but will be in Kindergarten in 2 years.  I would like for my son to be in a school environment where all students are treated equally and feel safe in their environment without bullies. I think guidance to support students in the LGBT community is necessary. I have watched my friend’s LGBT children struggle  in the current school system and I think we can and we should do better for our children and their future.   Thank you, Eileen Lamb\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94614", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94614\nTitle: Strongly Support\nBody:\nTrans lives, especially trans children's lives, are always incredibly valuable and need to be protected\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94615", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94615\nTitle: Model Policies for the Treatment of Transgender Students.\nBody:\nNo, I do not support the Model Policies for the Treatment of Transgender Students being promoted in Virginia's Public Schools. I feels so much uneasiness because: -This stresses on Gender Construct instead of God, nature and biology. -There are false assumptions being pushed forward I  this doctrine that are detrimental to the child, parents, families and the school system. and- This totally undermines the rights of the parents and families! Please reject.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94616", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94616\nTitle: Strongly oppose\nBody:\nThe idea that our educational system is now considering overstepping their boundaries into our personal lives at home is alarming and concerning. I have rights as a person and a parent in the constitution that give me freedom of religion and rights to raise my children as I believe. As a school, you do not have a the right to tell my child they can be a different gender, affirm them in their choice, and keep it from their parent. I have to sign for my child to leave school early, go on a field trip, even watch a movie in class but you are stating that I don’t have the right to tell my child they are who God created them to be?? The department of education has long flirted with crossing the line but this has gone too far!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94617", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94617\nTitle: Support\nBody:\nStrongly Support!!!! LGBTQ rights are human rights!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94618", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94618\nTitle: SUPPORT OUR TRANS YOUTH. Put your bible down\nBody:\nWith the pressure of college, teachers, social standards, academic and extra curricular activities, kids in Virginia take on a lot. It seems pretty insane to me to even speculate over the idea of whether or not we should support all children. Pretty simple answer, we should. Trans kids should be treated with respect, dignity, and should be taken care of in are public schools. Leave your bible at home. All kids are equal, treat them as such. Just because another child doesnt identify the same way as your fohawk ridden, blonde hair blue eyed, future cop baby...Doesnt mean they are any less of a person. Step aside Karens\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94619", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94619\nTitle: Strongly Support\nBody:\nStudents MUST be provided a SAFE learning environment. This is absolutely critical to the success of our students. It is positively appalling to even consider opposing the creation of a safe and positive learning environment for ALL students. Beliefs that this is wrong based in religion have no place in the public school system, period.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94620", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94620\nTitle: Strongly oppose this risky and premature policy change, parents of four APS grads\nBody:\nTo begin, we heartily endorse all comments offered by Morna Comeau (2/1/2021, 5:51 pm).  A few supplementary observations to her very thorough treatment of the subject:  We object to the adoption of the new transgender policies in Virginia public schools for the following reasons: We believe that, absent a specific court order pertinent to particular family situations, parents’ rights in regard to the raising of their children trump those of the public schools or the state at large, and that parents should therefore not be excluded from any discussion of their children’s gender issues; It is our understanding from a review of scientific studies that the long term transgender data lack the longitudinal analytical evidence required to validate that irreversible physical interventions are in any way helpful, with much short term data suggesting that they are, in fact, injurious (e.g., high suicide rates post-intervention, significant rates of regret and requests for reversal surgeries, etc.); and We recognize that adolescents have always struggled with identity issues, and that “locking in” a gender identity contrary to their biological identity in adolescence is dangerous, ill-advised, and may be a cause for profound regret as the affected teenagers mature.  Indeed, there is significant evidence that a majority of adolescents that identify as transgender for a time eventually revert to their biologically determined gender identity and would regret irreversible transition therapies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94621", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94621\nTitle: Transgender policies\nBody:\nSTRONGLY OPPOSE!!! I don't hate. It's simply wrong. It is very wrong to remove a parent(s) from any decisions involving their children. It is wrong to encourage children to go against their parents. There are things a person can not decide or do until 18 or 21 for a reason. MATURITY. Everyone has changed their opinion about something as they have aged. Respect the family and stop trying to mold our children to suit your liberal agenda.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94622", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94622\nTitle: Equality Virginia Comment\nBody:\nFirst, I want to thank you for taking the time to read this comment. I am a current student going to college at George Washington University at the Virginia campus and I have been a Virginia resident for the last 4 years. Besides being a student, I'm also a Navy veteran and a transgender woman. I transitioned my last year in the military before getting out at the end of 2016. I believe the best path forward for Virginia is to support the transgender students we have in this great commonwealth, just like we should support and encourage all of our students to be their authentic selves. Once again, thank you for your time and I'm optimistic of a bright future where everyone is treated equally and with respect.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94623", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94623\nTitle: Focus on your mission\nBody:\nI am a registered consistent voter, parent of school-aged children, and active in my community.  I strongly oppose this measure. This is an enormous distraction from the core function and mission of our Board of Education. Virginia BOE's mission is: \"The mission of the Board of Education and Superintendent of Public Instruction, in cooperation with their partners, is to develop policies and provide leadership that improve student achievement and prepare students to succeed in postsecondary education and the workplace, and to become engaged and enlightened citizens.\" Virginia already has, and has the ability to bolster, policies to protect children from bullying and should not tolerate any form of bullying for against any student, faculty or staff.  Matters dealing specifically with sexuality should be reserved for the privacy of one's home. At school, our children should be squarely focused on preparing themselves for further education and the workforce.  Matters of sexuality, religion, faith, family-lifestyle, and the like should be reserved for individual families to address. Thank you for your time and service.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94624", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94624\nTitle: Where are your morals? No transgender will be in a bathroom with my self or my children. Vote NO!\nBody:\nWhere are your morals? No transgender will be in a bathroom with my self or my children. Vote NO to this nonsense.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94625", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94625\nTitle: Transgender policies\nBody:\nStrongly oppose these policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94626", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94626\nTitle: Strongly oppose\nBody:\nI very strongly oppose this plan. I can not believe that this is even being discussed. Unbelievable!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94627", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94627\nTitle: STRONGLY SUPPORT\nBody:\nI strongly support the rights of trans youth. It is the duty of the Virginia school system to ensure that all its students are provided a safe environment conducive to learning. This is not a matter of opinion. It would be an incredibly calculated, gross, and despicable mistake to not afford the same rights and protections, the same access to a caring and nourishing system, to the trans youth growing up in our communities. Schools have an obligation to support and protect their students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94628", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94628\nTitle: Suicide more likely among transgender adults\nBody:\nFollow the science.  A study in Sweden, which is very accepting of transgender individuals, found that transgender adults were much more likely to commit suicide than those who stayed with their birth sex.  Studies of children continue to find that most cases of gender dysphoria resolve themselves with the child accepting their birth sex. So where is the science to show that children should be encouraged to question their gender and birth sex?  Legislation shouldn't be based on feel-good movies and feelings, but facts.  There are anti-bullying standards and much greater understanding of gender dysphoria that can help that small minority of children experiencing it.  The current legislation will create instead a hostile environment towards the vast majority of children, teachers and parents who have experienced that their sex/gender at birth is who they are.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94629", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94629\nTitle: A plea for empathy, support this guidance!!!\nBody:\nAfter reading a lot of comments something has become clear to me. Many opposing parents or others are saying schools should not be “pushing into the homes”. I’m confused, as they would not be. What they would be doing is providing an environment where trans students get treated with dignity and respect. How could anyone claim to teach children to love and respect themselves when in the same breath they condemn so many proclaimed truths made by these children? I don’t know who needs to hear this, but gender is an entirely social construct. Genitalia does not dictate gender identity, sex does not dictate gender identity. It is just that, an identity. No one can tell you who you are. That is something everyone must learn on their own. All this guidance would do is provide tools and knowledge for kids to help them with that task. It would also allow these kids to learn and grow in a school environment without the added anxiety, stress, and fear that comes with stigma surrounding any LGBT identity. Let our kids be who they are, unapologetically and with our support.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94630", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94630\nTitle: strongly support\nBody:\nstrongly support\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94631", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94631\nTitle: STRONGLY OPPOSE\nBody:\nI strongly oppose this because you are naturally born a male or female. Also, it is very dangerous road to take a child from their parents over the fact that their school declares a child transgender because that will absolutely scare a child for life.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94632", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94632\nTitle: Strongly Support - Love, Dignity, and Support\nBody:\nThis is the 21st century- and its far past time for us to treat others with the love, respect, and support we all need to thrive. Transgender rights are human rights. Treating them as such is the first step on a long road to deeper understanding, tolerance, and common humanity. For the plethora of Christians opposed to such measures, I implore us all to find guidance in the call to love thy neighbor as thyself. Not understanding a sexual or gender identity is no cause for fear, but rather an opportunity to open our hearts in love, and allow those to speak and be heard who have for so long be silenced. Let us all humbly accept that we can’t know what it’s like to be transgender unless we are transgender - and let’s listen to those who know what they need to thrive and do our very best to provide. This is not a question of policy or legislation, but one of love.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94633", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94633\nTitle: Strngly oppose\nBody:\nStrongly oppose\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94634", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94634\nTitle: Strongly Support\nBody:\nI strongly support these guidelines, which assert that transgender children have a right to learn free from discrimination and harassment. Virginia schools need this model to foster a safe and respectful educational environment for all students and protect and affirm vulnerable transgender children and youth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94635", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94635\nTitle: This may cause others to take advantage of others who are not there for the right reasons. Oppose!\nBody:\nI believe this will allow others to take advantage of privacy. Perhaps just make private bathrooms for everyone and don’t make it about gender at all.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94636", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94636\nTitle: Privacy\nBody:\nit’s not in any way, shape, or form OK to allow people of the opposite sex into gender specific locker rooms where people are changing privately.  It’s their business how they want to “identify” with themselves BUT when it impacts and takes away the right of others privacy, that is WRONG!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89998", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89998\nTitle: A Concerned Educator\nBody:\nAs a lifelong teacher and educator, I am extremely concerned with this proposed mandate. This mandate is disturbing on a number of levels. On an educational level, these pronoun references defy the rules of grammar. They would also place an undue burden on classroom and other teachers to modify their patterns of speech. With years of educational experience, I can see that this would be debilitating to teachers, whose job is hard enough as is, and may prompt many resignations. On a physical level, this mandate would expose students to abuse of privacy and safety with regard to locker rooms, restrooms and clothing choices. On a philosophical level, this mandate defies the definition of a human person. On a spiritual level, this mandate is abusive and constitutes harassment to those students and families whose faith lies in God's creation of humans as male and female. On an economic level, this mandate would expose the school system to legal prosecution by students and families, which it could ill afford.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89999", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89999\nTitle: No no no\nBody:\nDo not pass this.  You do not have the right to push any agenda or assistance without my knowledge.  The school system is not the place for this.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90000", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90000\nTitle: Oppose new proposed Model Policies for treatment transgender students in VA public schools\nBody:\nThe Virginia Department of Education’s proposed “Model Policies for Treatment of Transgender Students in Virginia Public Schools” harms parental rights and child’s safety.  First of all, it harms parental rights because it paves the way for schools to deceive parents.  They do this by suggesting plans where children who are wrestling with gender confusion can be aided in leading a “double life” unknown to the parents, if it is determined that the parents would not fully embrace or facilitate their child adopting a brand-new gender identity.  This even goes so far as to suggest that a different gender and name can be used at school but their given gender or name be used in the presence of the parents. This means the withholding of information that could make a lifesaving decision for that child. This doesn’t sound wise or safe! Secondly, these new policies would negatively impact student emotional and physical safety. The new proposed policies include the opportunity that boys who identify as girls to be allowed to use female restrooms and locker rooms.  This can all be done without ever notifying the parents! This is wrong! But, interestingly, no one is talking about the harm done to very young girls who feel powerless to expect physical privacy in the presence of biological males.  This is not to mention young men who don’t want to change in front of biological girls. These actions here mean that “gender” itself is ultimately a matter of identification, not biological sex. The state here wishes to use its coercive power not simply to stop mistreatment of people but to rescript the most basic human intuitions about humanity as male and female. How do we dispute the most basic facts of science and life: that there are two sexes? This is governmental coercion of publicly disputed trends in modern culture or the war in our culture taking place right now. We all, of course, do not want some to be harmed who is dealing with gender confusion or gender dysphoria. Even without these guidelines, students should have protections from discrimination, bullying, or harassment. All schools must ensure that all students, including LGBT students, are able to learn and thrive in a safe environment.  No student of any distinguishing characteristic is deserving of mockery, bullying, or intimidation. Christians believe that Jesus’ words in Luke 6:31 are relevant and apply in these circumstances: “And as you wish that others would do to you, do so to them.” It is a sad testament to our society’s decline in civility that serious discussion cannot proceed without questioning motives. One troubling thing includes the possibility that schools are encouraged to deceive parents about the struggles of their own child!  For example, school administrators are told to allow a student to be called a different name or use different bathroom facilities at school, while not informing their parents, if it is perceived that parents would not accept any possible revelations from the child might consider themselves another gender.  Children, then, become pawns of the state for the state to teach a cultural lesson, not a scientific one. This, ultimately, won’t work. There are good reasons to put boys and girls in different bathrooms and locker rooms and sometimes sports teams, reasons that don’t impugn the dignity of people but uphold it. Sex-differentiated bathrooms and sports teams and dormitories for men and women aren’t the equivalent of, say, a terrorist Jim Crow state unnaturally forcing people apart based on a fiction, useful to the powerful, that skin color is about superiority and inferiority. Every human being knows that there are important, and necessary, differences between men and women. Without such recognition, women are harmed, and men are coarsened. Every human being knows that there are important, and necessary, differences between men and women. Without such recognition, women are harmed, and men are coarsened. Moreover, the move here toward severing self-identity from biological reality will hardly stop at “gender.” If anything, there’s much more of a case to be made that one can feel to be a different age than one’s doctor’s exam or birth certificate would show. That’s relatively indifferent if all that this means is “You’re only as old as you feel” or “I’m a Millennial trapped in a Gen-X body.” It’s something else entirely if chronological self-identity is mandated for military service or the drinking age or the age of consent. People and neighborhoods and nations and cultures cannot live this way. God created us as human, and within humanity as male and female. Man needs woman, and woman needs man. My maleness and your femaleness aren’t about us at all. They fit us within a much larger stream—of a species by nature and by community. The Sexual Revolution, chaotically, wants to tell us that gender means nothing and that gender means everything. Neither is true. We should recognize that misleading caricatures of masculinity and femininity were always harmful, but now are potentially deadly. The little girl in your neighborhood who doesn’t like princess movies or dolls, and who would rather spend a Saturday in the deer stand, increasingly now is told by the culture around her that maybe she’s not a woman at all. The truth is that the male/female sex difference is objectively real. Biological science is built off of this reality.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90001", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90001\nTitle: OPPOSE\nBody:\n[No body text provided]\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90002", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90002\nTitle: I OPPOSE the proposed transgender guidelines!\nBody:\nI OPPOSE the proposed transgender guidelines!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90003", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90003\nTitle: NO!!!!!!\nBody:\nNO!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90004", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90004\nTitle: Strongly oppose\nBody:\nStrongly opposed to this. Vote no\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90005", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90005\nTitle: Vote no\nBody:\nOpposed to this. Vote no\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90006", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90006\nTitle: Vote no\nBody:\nVote no. Keep academics focused on academics.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90007", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90007\nTitle: No!!!!\nBody:\nAbsolutely not the place for this.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90008", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90008\nTitle: I strongly oppose this legislation\nBody:\nWe are doing the students of Virginia a disservice by trying to pass this legislation. 9 out of 10 adolescents who identify as the other sex will grow out of it by the time they are in their 20s and yet you are placing a disproportionate burden on teachers as well as fellow students to call these students by their \"preferred\" pronoun. Not only that, but you are trying to supersede the right of the parent in this matter. A parent is their child's primary educator and also has their best interests at heart. The school system obviously does not, otherwise why would they be trying to cut them out and reporting parents for child abuse? The real abuse of our children is the over-sexualization and fixation on sexual orientation in a classroom setting when what school's should really be focusing on is educating our children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90009", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90009\nTitle: Protect children from the radical transgender agenda\nBody:\nOur children should not be subjected the radical, anti-science agenda of the transgender movement. Boys and girls are distinct, biologically, genetically and in nature. Our children go to school to learn many important subjects, political or anti-religious indoctrination that can poison their minds, should NEVER be a part of this. Children do not belong to the State.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90010", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90010\nTitle: Support Queer kids!\nBody:\nI support this wholeheartedly. All kids have a right to feel comfortable and accepted at school. Teachers and admin should have a standard that is inclusive and equitable when interacting with all kinds of children. Therefore a thoughtful, inclusive model indicating how they should do this is a good thing for parents, staff, and kids.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90011", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90011\nTitle: Transgender school policies proposed\nBody:\nI oppose these proposed policies surrounding sexual identity in the public school. These policies would allow parents to be deceived! These policies would deprive girls of necessary privacy!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90012", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90012\nTitle: Oppose draft transgender mandates\nBody:\nChildren often pretend they are something they are not. It could be Superman, a tiger, a fish in the swimming pool...but they quit.  They go back to being who they really are.  They know they were only pretending.  When adults bounce on them and say yes you are, and then force them to continue in the pretending, that is very harmful and very confusing. When adults pretend they or children are something they are not, they are directly believing lies from Satan. Satan will be perfectly happy to possess their passions and possess their minds, causing them to waste all kinds of heartbreak, pain, money, and time on surgery and hormones, \"counseling\", political activism, and finding as many suckers they can to do the same... It is stupid and dangerous to believe and promote that you are not your biological sex.  This will do nothing but harm our society, and it is simply not true. The Department of Education has too much power.  Sexuality should not be taught in schools.  Parents are the best teachers, unless they give written permission for the students to be brainwashed.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90013", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90013\nTitle: \"Transgender\" guidelines\nBody:\nI strongly oppose the proposed guidelines which would affect all public schools within the Commonwealth of Virginia!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90014", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90014\nTitle: Vote No!\nBody:\nThis is an infringement on our religious freedom. Keep your politics out of the classroom!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90015", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90015\nTitle: Protect our youth and vote no!\nBody:\nI am shocked we have to even think about this!  God makes no mistakes.   Vote No to protect our children!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90016", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90016\nTitle: Please do not do this\nBody:\nWe ALL know this is not natural.  Why must this type of agenda be pushed?  What purpose does it serve?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90017", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90017\nTitle: ABSOLUTELY NOT!!!!\nBody:\nI STRONGLY OPPOSE THIS!!!!!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90018", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90018\nTitle: Proposed Policy by The Virginia Department of Education Concerning All Students\nBody:\nI am strongly against the proposed policy by the Virginia Department of Education concerning All Students in Virginia Public Schools under the pretext of \"Transgender Students\".  A bullying policy has already been passed in Stafford County which covered all students.  However this policy takes it to a whole different level and supports lying to parents regarding children as young as kindergarten regarding \"gender expression\".  This policy would allow school staff the exploration, facilitation, and involvement in the decision making process of your child's \"gender expression of sexual identity\" while at school. Furthermore, Parents who encourage their children to embrace their biological sex at birth in their own home would be at risk of being reported for child abuse or neglect by the school which has already happened in some states and is laid out in this policy . Inconceivably, all students will be allowed to use any bathroom or locker room they choose without being questioned by any school administrator or faculty, eliminating privacy and safety of students in states of undress. This policy clearly takes things beyond the concept of bullying and instead proposes to push an ideology on all students sidestepping Parental Rights, individual rights of Privacy, Safety, Religious Freedom and Freedom of Speech or Not To Speak (ie; pronouns) of all students and teachers .  Our founders of this great country and state never intended for people to be forced from their Rights of Conscience at school or at home.  They never intended to restrict citizens ( not subjects ) of their practice of Religious Freedom at home or prohibit underlying principles based on Morality.  They never intended for Schools to mandate ideology regarding sexual anything concerning their children and replace  parental discernment and guidance with school policy .  They never intended to thwart the principles of Genetic Science.  Therefore this policy should not be supported as it goes against Parents Rights & overall Constitutionality .\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90019", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90019\nTitle: OPPOSE!!!\nBody:\nI STRONGLY OPPOSE THIS!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90020", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90020\nTitle: Protect ALL students, do NOT support this\nBody:\nAs a STEM educator, parent, and taxpayer, I am firmly opposed to this document. It will not help children - either those who believe they are trans or the vast majority who do not. It is not transphobic to oppose these kinds of measures; transgender adults have often argued against the same kinds of approaches to education. All students should feel safe, but that does not mean that others should be forced to participate in gender confusion. Science and statistics testify to the failure of this approach. Kind and loving treatment of all children is possible without teaching and encouraging the lie that a child has been “born in the wrong body.”\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90021", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90021\nTitle: Support\nBody:\nI am in support of the proposed guidance for trans and non binary students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90022", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90022\nTitle: OPPOSE!!!\nBody:\nI STRONGLY OPPOSE TO THIS!!!! IF THIS GETS PASSED I WILL MOVE MY FAMILY & BUSINESS OUT OF VIRGINIA!!!!!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90023", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90023\nTitle: OPPOSE!!!!\nBody:\nAs a parent and tax payer I strongly oppose this!  The PARENT knows more about their child than the school.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90024", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90024\nTitle: perhaps well-intentioned; but over-reaching.\nBody:\nEverybody wants students to be safe, and feel safe, in schools. However, Government and School Officials should abstain from involvement in very personal, emotional, psychological discussions related to gender identity and sexual preference, particularly for children. For certain, the parental role in sensitive discussions related to sexuality and gender should never be breached by a school official unless demonstrable physical harm is present. This document seems to leave room for a teacher, who may not agree with a parent's approach to their child, to identify said parent as a risk to the student's well-being. That is wrong; and dangerous. Presently, Virginia Public School students are rewarded, with regularity, for below-average demonstration of basic skills: spelling, grammar, math and reasoning. Virginia Public Schools, and local school boards, would serve all students and families well to first improve the quality of education. Better education leads to better leaders, and better economic opportunity, regardless of gender identity or preferences. This initiative, and so-called \"Model\" robs energy and resources from more important initiatives that benefit the entire spectrum of students. Virginia students deserve better.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90025", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90025\nTitle: OPPOSED!\nBody:\nOppose. This is against American values and just plain wrong and STUPID.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90026", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90026\nTitle: OPPOSE!!!!\nBody:\nI strongly oppose this idea of pushing gender confusion.  ALL students need to be protected.  Other kids who are not transgender should not have to go to a restroom or locker room when there is the opposite sex in the room.  Anyone could pretend to be someone that proclaims they are the other sex as we have seen in the past to sexually abuse, peek on, or to abduct children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90027", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90027\nTitle: No No No\nBody:\nAs a parent and tax payer I strongly oppose this!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90028", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90028\nTitle: Please don’t implement this policy at school. Thank you!\nBody:\nTo Whom It May Concern, As a parent, I am not against LGBQ community and I believe they are normal people just like us. However, I can’t imagine my 17 months old baby grow up to be one of them because it is against God’s will. Please don’t promote this kind of policies at schools. Thanks!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90029", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90029\nTitle: Oppose\nBody:\nI strongly oppose to this.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90030", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90030\nTitle: Strongly oppose\nBody:\nStrongly oppose to this I believe children should not be exposed to these beliefs at school.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90031", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90031\nTitle: Support our Trans Youth\nBody:\nOur worth as a fellow human beings can be firmly attached to how we treat and respect our children, ALL our children. No matter what they look like, gender they are, who they worship, or who they identify as, each and every child deserves equal rights and treatment as well respect. Please make sure to take that into account and protect our tans youth and give them equal rights and respect. Thank you. Sincerely, the Keefes\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90032", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90032\nTitle: Model Policies for Treatment of Transgender Students in Public Schools\nBody:\nThe government has NO RIGHT to undermine parents and to keep secrets from parents.  This policy will do both.  Children do not belong to you!!  This policy will be harmful to ALL children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90033", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90033\nTitle: We owe our children support.\nBody:\nTrans youth deserve the support of all. Their identity, as they mature, is their choice. While most of us grew up with rigidly defined gender expectations, we owe our children more. When people tell you who they are, the right response is to listen.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90034", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90034\nTitle: Draft Model Policies for the Treatment of Transgender Students\nBody:\nKeep in mind the language used in the Draft Model Policies for the Treatment of Transgender Students: “common issues,” “evidence-based best practices,” and “for all students.” As an American, a veteran, a parent, and longtime resident of Virginia. After seeing your “draft model policies for the treatment of transgender students,” I am mortified at what our Virginia General Assembly has directed the Department of Education (VDOE) to do to our children, and to us as parents through our children’s youthful naivete, impressionable state, and vulnerability to your institutional bullying, and special interest social-psychological engineering and indoctrination. Your attack on our children and through our children to numb and silence both them and us (as their parents, their natural biological and indeed lawful guardians) so that you can install your socio-psychological dictatorship in our neighborhood, towns, cities, states, and nation is a crime that goes far beyond the pale.  You, The Virginia General Assembly and Virginia Department of Education, are presently and clearly attempting to subvert science, ethics, morality, The Constitution of the United States of America, our freedom of speech, and right to think for ourselves as human beings. In fact, you have selected the battlefield of our children’s very minds, because your weaponized totalitarian social-psychological engineering rhetoric has limited affect against a well-educated and informed adult population.  You cry wolf, you wag your finger at, and falsely accuse children and parents of that which you yourself do in order to flip the narrative, to flip truth on its head. Yes, it is you The Virginia General Assembly, and Virginia Department of Education that IS bullying, shoving aside, dismissing, name calling, stigmatizing, and deceiving Virginian Citizens.  It is clear from your very references and source material that this is a targeted offensive attack on our children and our fellow Virginian citizens right to think and choose for ourselves. I am reminded of that classic album, I think you know it, I think you forgot the message of it as well; remember that album, The Dark Side of the Moon, by Pink Floyd, Second Part, “Another Brick In The Wall?” Remember: “We don't need no education We don't need no thought control No dark sarcasm in the classroom Teacher, leave them kids alone Hey, teacher, leave them kids alone All in all it's just another brick in the wall” In 2019, Jessica Shelton—writing for Song Meanings and Facts—wrote that: “In the second part, the narrator recalls his schooling days where his ‘evil’ teachers wanted nothing but to control him to do things in a particular way. He describes the teachers in a negative light. He apparently feels they gain some kind of gratification from mentally abusing and punishing children. The chorus urges a protest by kids against this kind of fixed technique which immaturely impedes creativity in young children.  The narrator also depicts the nature of certain behavioral controls that were introduced in schools during that period. … This kind of conditioning seems to have had an adverse effect on the singer who eventually qualifies it as another brick in the wall .” (Emphasis added. Also see reference below) School is not the place to inject, inculcate, dictate to children or parents the agenda of the special interest groups.  It is not the place where The Virginia General Assembly nor the Department of Education nor the education system in general gets to “condition” our children’s minds into little bricks and fit them into their socially engineered institutional wall so that they can contain the parents and blot out their natural and God given authority to choose how to raise our children.  The “common issues” of trans-gender children, or otherwise, is the sole responsibility of the parents and the paraprofessionals or professionals of their choosing to address in the privacy of their own homes, lives, or doctors’ offices.  All children, and the children before them had to come to grips and deal with the realities of life around them.  Oh please!  That “evidence-based best practices” is nothing more than a weapon thrown at administrators, teachers, parents, and students to disarm them and bend them into lock-step conformity.  Look at the special interest groups that are behind this, look at the party of your state government for a minute, just a second even.  They selected the sources behind the “evidence-based best practices” to conveniently fit their agenda.  They did so because they have the power and position to do as thy please, and there is no balance nor objectiveness in their walking roughshod over us.  It says, “For all students,” but that is yet another tactic to disarm every echelon of resistance, and they do it well indeed. The Nazis (Hitler) did this, the Soviets (Stalin) did this, Mao Tse-tung did this, and millions died.  They spread misinformation, disinformation, outright lies socially, scientifically, economically, and of religions. Children, friends, relatives, and neighbors turned against each other.  We have a Constitution, a Bill of Rights, freedom of speech, and we have choice; anyone, anyone seeking to demand control of our thinking, take away our speech, and choice, and even to the extent of using our children against us, are indeed marching down the very same road that led these three tyrants to power, and subsequently to murder their own people.  Yes, I am talking about you, every member of The Virginia Department of Education, and every special interest army (organization) you have lined up behind you, and every “fifth-column” parent that supports you; you are the Hitler, the Stalin, the Mao that seeks to kill freedom of thought, speech, and choice.  Yes, you seek to preach your religion in front of the class, in the hallways, in the lunchroom, and in the auditorium. Your proposed doctrine, your “draft model policies for the treatment of transgender students... [truncated]\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90035", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90035\nTitle: Opposed to Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nBody:\nAs a concerned Virginia citizen and parent of 3, I would strongly oppose the Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools to instruct students in K-12 schools in Virginia on anything other than their biological gender.  The biological gender has been the model for all males and females throughout world history, and any other concerns of feelings of gender apart from the biological gender should be discussed and overcome with the help of professional counselors. A K-12 school setting should never be the training grounds for gender confusion.  It is impossible for a school system to handle the problems and the abuse that will come from this false training. Each individual is clearly created at birth with their biological sex which is either male or female.  Any feelings that are different from that biological sex gender should be loving, thoughtfully addressed by their parents or medical professional so that they can fully reach their potential in life with the gender that they were created with. I ask that all training that is contrary to biological gender be held out of our school system!  I would strongly and lovingly oppose ANY and ALL training that goes against the biological gender from birth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90036", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90036\nTitle: Oppose new gender identity in schools\nBody:\nOppose new gender identity in schools\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90037", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90037\nTitle: NO WAY!!! NO WAY!!!  NO WAY!!! STRONGLY OPPOSED!!\nBody:\nYour gender is determined at birth!  God doesn't make mistakes.  He created a person as a woman OR man.  God doesn't make mistakes!  If God made you a man, you are a MAN!  if God made you as a woman, you are a WOMAN!  Plain and simple!  There is no confusion, it is one or the other . . . not to be determined by the individual, but by God when he creates  you in the womb!  Everything was created by the principles of God!  As the Bible states, In the beginning, God created the heaven and the earth.  (Genesis 1:1 KJV).  God doesn't make mistakes, people, including lawmakers, do.  READ your Bible people, it is the TRUTH!!!  God is perfect and God's way is perfect . . unlike the government's way!  Stand up for what is right, and God's way is right!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90038", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90038\nTitle: SUPPORT\nBody:\nRespect every human.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90039", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90039\nTitle: Strongly Oppose!!!\nBody:\nIf you have to deceive school parents behind closed school doors—absolutely not!! Also, this will cause many many issues—rape of girls in bathrooms or assaults. Girls want privacy and so do boys!! Girls don’t want creepy boys coming in and looking over or under a stall at them! Trust me!! Target dealt with this same issue and were sued many times. We should not be pushing this agenda—it only creates more confusion in children! Schools teaching this...only creates more confusion!! The school must remember, parents are in charge and raise their children—the school must know its rightful position and ONLY teach education!! That’s why you’re there—to spend your valuable time teaching a proper education Math, English, Spelling, you get it...God knows how to make life work—He didn’t create someone or something and then say, “oops...that came out wrong!” He’s our divide Creator Who holds our very breathe in His hands—He gave each of us the exact body he wanted us to have for a specific purpose and reason. It would be prideful for a school to try to confuse and twist these truths. Genesis 1:27 states, “So God created man in his own image, in the image of God created he him; male and female created he them.” Genesis 1:31 states, “And God saw every thing that he had made, and, behold, it was very good. And the evening and the morning were the sixth day.” We must simply have faith and trust that God clearly made no mistake. Creation is exactly as God planned it to be. To believe anything other would be to place yourself above God. Please don’t confuse these children. They are His creation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90040", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90040\nTitle: OPPOSE\nBody:\nOPPOSE\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90041", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90041\nTitle: Opposed\nBody:\nMy husband and I are strongly opposed to anything that confuses gender confusion. Statistics have revealed the devastating effect on many of our teens who have chosen to embrace or experiment with a new gender identity.  The suicide rate for these young people is shocking and heartbreaking. Parents should have every right to bring up the kids the way they feel is right for their child and not be forced to do anything. Teachers and parents need to be on the same page and have communication about what is going on and what’s right for the child. Living two separate lives is even more confusing. As someone who majored in psychology, children have enough to comprehend without being presented with gender confusion or even purposely being swayed. We want our children to be safe in the restroom, locker room, not have to question anything. We are Christians and God makes it very clear this is not right.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90042", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90042\nTitle: I STRONGLY DISAGREE!!!!\nBody:\nThis is crazy! It’ s a HUGE mistake!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90043", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90043\nTitle: Support our Trans Students!!\nBody:\nJust want to share an excerpt from an article my husband recently submitted to our county newspaper on the dangers of forcing children to out themselves to their parents. This is literally preventing child abuse!! Editor: In response to the recent letter from Thomas Black of Leesburg regarding gender identity policies in Loudoun County Public Schools, this couldn’t be any further from the truth. And given the quote the article starts with regarding how each individual soul is deserving of kindness, respect, and justice, it strikes me as categorically hypocritical and apathetic to the needs and safety of Loudoun’s children. First, on the issue of names, it is common sense that any parent who changes the name of a child should have the unquestioned ability to do so. But so should the child. When I attended school (decades ago) it was common practice for teachers to ask for nicknames or preferred names at the beginning of each year, not because of gender identity but because of basic respect. I didn’t go by my full name, many times teachers would use a nickname or my last name. Why would a parent need to be notified over something so small as a name preference? Probably because it’s conflated with some larger need for society to be involved in the gender identity of a child. In practice, this sounds like an ideal situation to have a loving, supportive parent who can assist their child in understanding their gender identity in safety and plan whatever steps they may need next in coordination with an affirming doctor and therapist. But that isn’t reality. As a child, I was the subject of great physical and verbal abuse because it was assumed I was gay because I was perceived as effeminate. I’m not. I could explain in gruesome details the injuries and hospital visits I suffered, but surely we all can understand that many children are the victims of such abuse. For many, appeals to police and courts prove unfruitful because parents either lie about how the child was prone to “accidents” or blackmail children into recanting lest it “ruin the family.” In November, my wife and I fostered a transgender boy who had been kicked out of his home at 17, early in his senior year and amid COVID after years of abuse. Imagine the difficulty in trying to assume adulthood, plan for college, and begin a life when your parents are actively trying to hurt and abandon you? How many children, LGBTQ+ and otherwise, commit suicide because they lack support and love while facing abuse in their family? How many hide scars because they are conditioned to believe that disclosing their abuse would only result in far harsher abuse? Far too many. This is not a rare occurrence. Not all parents are supportive and if a child feels they can’t share their gender identity, the school system should respect that for that child’s safety. As for how other people address transgender and non-binary students, I find it to be either an intellectually dishonest argument, a complete lack of understanding of true scripture, or a clear attempt to twist religion to support transphobic views to state that we must call people based on their “biology.” There is simply nothing to back up biblically mandated pronouns. If God created man, then certainly he created transgender man, too? Science has shown again and again that gender identity is deeply rooted in a person’s biology, their minds, and their body. Research has proven that failing to support a child’s gender identity by failing to use a proper name and pronouns, leads to a significant decline in their ability to learn and form friendships while leading to a significantly higher risk of suicide? The mental health community has affirmed repeatedly that gender identity is not a mental illness, but an inherent, biological part of who each of us is. Most people have talked to, worked with, or even shared a bathroom with transgender person without realizing they are anything other than their perceived gender. But even disregarding all of this, who are any of us to judge someone else for who they are? What about “Do not judge, or you too will be judged. For in the same way you judge others, you will be judged, and with the measure you use, it will be measured to you”. (Matthew 7:1-3) In what way does calling someone the right pronoun infringe on our ability to be practitioners of our religion? Are we going to challenge every masculine woman or feminine man? What about those who legally change their gender? Or biologically change their body past the point it’s even perceptible they were born another sex? Where will we draw the line? We shouldn’t draw lines, we should just respect each other with basic human dignity. People exist along a spectrum and just like in every other aspect of life, they deserve kindness, respect, and justice. It can literally save a child’s life.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90044", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90044\nTitle: OPPOSE\nBody:\nyou didn’t find better to help our kids.....\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90045", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90045\nTitle: NO, please!\nBody:\ndid you look the rate of teen death because of this type of experiment, review your data, please!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90046", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90046\nTitle: STRONGLY SUPPORT\nBody:\nI strongly support this bill and any attempts to add protections for transgender students in our Commonwealth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90047", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90047\nTitle: I AM ABSOLUTELY OPPOSED TO THIS. NOT WHAT’S BEST FOR OUR CHILDREN!\nBody:\nTHIS IS NOT WHAT’S BEST FOR OUR CHILDREN.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90048", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90048\nTitle: Vote \"NO\"\nBody:\nTransgender Policies in the VA School System: I am not in agreement with this suggestion to be implemented into our schools.  This would be very confusing and awkward for many younger students who would not understand this process or concept as it may contradict what is being taught at home.  I understand the urgency for all children, students, to feel accepted, but that is not at the cost of forcing such protocols upon us.  Acceptance and respect should be the goal.  Altering restrooms, and any other gender specific arenas, to accept all genders will be the doorway to other more serious issues and situations.  We have already made accommodations to address this issue.  We do not need, nor should we, blurr the lines.  We were created man and woman and should identify as such in respect to situations that might insight backlash.  We are entitled to feel as we wish, but not to use those feelings to cause disruption and to go against Godly principles and teachings.  I want all children to feel safe and accepted for whomever they want to be, but this is not a good move.  I do not endorse.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90049", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90049\nTitle: Support for Transgender Students\nBody:\nI fully support the Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools. As a retired school teacher, I have seen first-hand how difficult life can be for a transgender or non-binary student. As your document indicates, we need to help every student feel safe in school. “Because of societal prejudice and lack of awareness or understanding, transgender students may experience rejection, criticism, or bullying, that affect their emotional health and academic achievement.” I support maintaining a safe and supportive learning environment free from discrimination and harassment for all students. Every student deserve respect and compassion. And every student has something marvelously unique to share with the world. Thank you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90050", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90050\nTitle: Heck to the No.\nBody:\nHECK TO THE NO! THIS IS ABSURD!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90051", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90051\nTitle: Vote no\nBody:\nThis goes against everything out country was founded upon. It is the parents responsibility and right to teach and train their child, not the government. Go study the constitution and see this is against it.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90052", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90052\nTitle: Opposed\nBody:\nI believe in respecting everyone including those who do not agree with transgender pronouns.  Children should not be encouraged to to want to identify as a different sex than the one they were born as.  Adults can make that decision but not children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90053", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90053\nTitle: Support\nBody:\nThese policies are essential for the safety and security of transgender students in a place where most feel vulnerable.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90054", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90054\nTitle: OPPOSE\nBody:\nPlease do not put these awful guidelines on our students. Children CHILDREN should not even be considering SEX much less their sexuality at such a young age. MANY adults who had surgical sex changes at a younger age are now trying to have things reversed. This is NOT good for the mental Health of anyone involved.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90055", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90055\nTitle: OPPOSE\nBody:\nI strongly oppose this and feel such implementation would be harmful to our children!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90056", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90056\nTitle: Opposed / No to \"Model Policies for the Treatment of Transgender...\"\nBody:\nQuite frankly, the contents of this document would be laughable if they were not so sad, so tragic.  I'm all for helping children, but they are not helped when adults knowingly remove clear gender/sex categories and advance ideas that defy science, creation, and biological facts.  To do so is to add confusion to the already-confused.  It is clear that bullying and mistreatment of any children is morally wrong and should be addressed.  Children, whether experiencing gender confusion, same-sex attraction, cognitive problems, mental challenges, or any other personal challenges, should not experience bullying or harassment. However, these things are already wrong, and children who bully are (or should be) addressed; it doesn't warrant any specialized document for a specific type of bullying/harassment. The proposed guidance reinforces and creates more confusion within not only with the gender-confused child (who needs help) but the surrounding children as well.  I'm strongly opposed to this measure. Donovan C.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90057", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90057\nTitle: Opposed to  draft model policies for the treatment of transgender students\nBody:\nI oppose this measure because it will train children, by regulation, to disrespect their parents. It will force social perception through group pressure. It will compromise free will. It will set a policy that establishes government as the responsible party in children's lives. (Will a teacher be there for them if they attempt to harm themselves or others in days past school years?) It will disrespect the transgender child by putting him/her in an uncomfortable situation when forced to go into a locker room with those who identify with their biological sex. It will contradict biological text books. It will contradict and attempt to re-envision American history. It will force a type of religion on all students since they must be \"under the law\". Pamela Ayres Newport News, VA\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90058", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90058\nTitle: Support Trans Youth\nBody:\nChildren deserve a safe environment to learn. In fact, they NEED such an environment in order to learn and grow to their full potential. Youth in Virginia rely on us as adults to make decisions that will affect them. We are simply not doing right by youth in Virginia if we do not support the proposed guidance.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90059", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90059\nTitle: NO NO NO NO\nBody:\nThis is something that should be kept out of schools. A teacher should not be made subject to gearing a CHILD to even more confusion. There is also the possibility of a teacher not feeling comfortable being placed in that situation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90060", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90060\nTitle: Opposed\nBody:\nBegin typing to enter your comments. You are limited to approximately 3000 words I am opposed to this\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90061", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90061\nTitle: Do You Actually Know What Your Are Asking For?\nBody:\nI read the “draft” and many of the comments by those who support it, and UNBELIEVABLE! Here is what those in SUPPORT are ACTUALLY asking for (and don’t even realize the utter dangerous gaping openings, or “loopholes” in it); this is the pandora’s box YOU ARE fighting to open: 1.  State dictated morals and values 2.  State censured speech 3.  State mandated indoctrination 4.  State mandated penalty and punishment for failure to conform 5.  Your child to be victimized by the law 6.  Your child to be ridiculed, and silenced by rule of law 7.  Your child to be used by the state to convict you of being a bad, and dangerous parent 8.  That your child be able to be snatched away from you, to punish you, to instill fear into you 9.  That your child be driven to hate the special children by making those special children untouchable 10.  That those “claiming” to be transgender be given special untouchable status to do whatever they want 11.  That you give any miscreant child the space to play the system against itself—he said, she said… 12.  That the taxpayers pay for all the lawsuits that will arise 13.  For rapes, and sexual abuse to be committed by innovative child bullies 14.  Fights resulting from children protecting their siblings from predators 15.  Fights resulting from a class of individuals receiving special elite like status 16.  Increased prison population due to parents being taken advantage of by vengeful juveniles, 17.  Increased juvenile detention center population due the above, and the falsely accused 18.  Increased funding for foster care when the number of children entering the system result 19.  As a result, massively depleted the state coffers, due to the numerous lawsuits 20.  Pedophile teachers (predators) using the new laws to manipulate children, parents, and the system 21.  Teachers wasting time being manipulated by students into giving passing grades at the threat of being fired 22.  Counselors being fired, or convicted when they inadvertently, or are manipulated into providing the incorrect, inaccurate, wrong treatment, or advice to a child that may result in suicide or other mental trauma 23.  The State to assume totalitarian authority over its citizens 24.  That students be used against their teachers and parents 25.  That teachers be used against parents 26.  That an avenue, a tool be implemented to shut parents and teachers up when the state chooses to do so 27.  For the State to be the mouthpiece for special interest groups agenda’s  who strategically seek to circumvent (do an end-run around) the parent, science, and religion to access and use their children’s vulnerability against them 28.  That a door be opened to whatever happens to be the prevailing special interest of the time; because this “Draft Model Policies for the Treatment of Transgender Students” will become a legal precedent.  NAMBLA must be overjoyed at the Virginia General Assembly and VDOE’s actions here. 29.  That every concerned parent takes their children out of public school and place them in private schools or home school or create other avenues of education or simply move out of state 30.  That parents that cannot afford those avenues in number 29 suffer subjugating their children to an environment so caustic it is mentally damaging 31.  That parents that cannot afford those avenues in number 29 be ever in fear of losing their children 32.  That they (through the state) can bully, manipulate, social engineer, stigmatize, etc. by rule of law any that oppose them 33.  That parents exit the state, or lose jobs, thus defaulting on loans, thus reduced spending, and tax revenues, essentially a chain reaction of events that is profoundly tragic in the end 34.  Finally, the State and School system will not be able to support the massive numbers of staff that will be required to handle the unsurmountable volume of erupting problems that will occur within our schools because of such a blatantly obvious perversion of the use of law. Those of you who are FOR, or APPROVE, or in SUPPORT of this new VGA, VDOE “Draft Model Policies for the Treatment of Transgender Students” truly don’t even see your own fatal flaw of reasoning, or don’t want to.  I implore you, reassess your thinking on this proposed policy, think about the totality of its impact.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90062", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90062\nTitle: Because I love a transgender teen\nBody:\nEvery child the right to be safe and learn in school. Be it Public or Private, No matter race or gender. I would be devastated if my child chose suicide as a means to end the pain of ridicule, and hurt from others students, because they where targeted as differnt. Being differnt is characterized in so many varios definitions. What background that defines our opinions are ours. It never gives the right for Harrassment and Bullying and should never be tolerated. We should have learned this in kindergarten. To bring harm to another because they are differnt from oneself is Unacceptable. Especially in a public school environment. Every Student has the right to feel safe!!!!I post this because of a child I love, and want safety for him.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90063", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90063\nTitle: Support\nBody:\nI am a step-grandmother of a student in your Virginia public school system My husband and I  burst with pride and love for my husband's granddaughter. I stumble on the pronouns and really cannot speak intelligently about the trans-student  situation but I know everybody needs love. I salute the school system's courage and forward thinking  approach. You are brave and  caring people. We live in Raleigh but people are people and I wish I could see something similar being discussed here. Forward with compassion and courage. Barbara Church, Raleigh, NC\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90064", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90064\nTitle: PASS THIS !!  How students are treated should not be based in fear and misinformation. TRANSRIGHTS\nBody:\nJust because you dont understand something, doesn't make it wrong.  Just because you were born different than someone else, does not give you the power to say they do not deserve the same rights and protections you have.  Entitlement is never waking up wondering if you can be yourself without being told its wrong.  It is our job to protect our children--ALL our children--and to understand that as a people we evolve, change, grow and learn what we thought to be true, may not be.  That what society identified as true may have been a product of those times.  The earth is not flat.  The parts you were born with do not determine the gender you are.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90065", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90065\nTitle: NO!\nBody:\nParents have a right to know critical information that concerns their children. The school should be a partner in the education process, not the proprietary owner of that process. School age children should fully evaluate significant life altering decisions with those who love them most, including their parents.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90066", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90066\nTitle: Support\nBody:\nI support this proposal. I think all kids should be able to get an education in a atmosphere they feel safe and respected in.  The proposal is doable and educating people on how important this proposal is can be key to it passing.  I would ask people to educate themselves and not react so negatively about something they know little to nothing about.  I ask people to look beyond what they think they know and really get to know theses kids and their struggles.  Let your old assumption go and open your mind.  Let's get this passed!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90067", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90067\nTitle: Strongly and Sincerely Opposed\nBody:\nStrongly and sincerely opposed. Bullying (in general) should be addressed, because it is wrong. Purposefully sanctioning and supporting *children* to choose their gender based on what they *desire to be* is also wrong. Children need to be taught what is right and not permitted to engage in wrong practices.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90068", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90068\nTitle: Support Trans and Non-Binary Students\nBody:\nIt's simple. We need to provide a healthy, safe space where ALL students can thrive. This includes our trans and non-binary students. By supporting and protecting them, we are teaching their peers how they should too treat trans and non-binary people. Trans people have higher rates of people harmed, let's send a message that this is unacceptable behavior and that trans people are people worthy of love and respect.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90069", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90069\nTitle: Support\nBody:\nAs a family member of individuals who are trans or non-binary, I heartily support the protections afforded trans and non-binary students. Trans rights are human rights.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90070", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90070\nTitle: Virginia Public Schools\nBody:\nNo to transgender push in our schools . As a teacher I resent the changes that are intended by our governor and school boards. We need PARENT INPUT, not radical ideas. Dr. Betty Ann Olson\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90071", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90071\nTitle: OPPOSE!\nBody:\nI DO NOT AGREE THAT A PERSON CAN CHANGE THEIR BIOLOGICAL SEX.  IT IS IN EVERY CELL OF OUR BODIES.  THIS IS TOTALLY INSANITY.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90072", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90072\nTitle: OPPOSE\nBody:\nI COMPLETELY OPPOSE THIS\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90073", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90073\nTitle: OPPOSE\nBody:\nI COMPLETELY OPPOSE THIS\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90074", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90074\nTitle: OPPOSE\nBody:\nI completely oppose this\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90075", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90075\nTitle: Support\nBody:\nI wholeheartedly support this guidance and believe that trans and non binary students should be given the same chance as everyone. Thank you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90076", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90076\nTitle: Absolutely Not, this is child abuse\nBody:\nAbsolutely NOT!!! This is wrong on so many levels!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90077", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90077\nTitle: Oppose!\nBody:\nI oppose! Parents have the right to know what the school is doing for the child.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90078", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90078\nTitle: Strongly Opposed\nBody:\nI am extremely opposed to this.  This is an outrage! We should be protecting our children not exposing them to every vile thing in this world.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90079", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90079\nTitle: STRONGLY OPPOSE!\nBody:\nOur school systems should not be allowed to explore with children things they had not even thought about.  I consider this to be covert sexual abuse.  Also, parents should be the ones who any sexual conversations with their children, when it is the age-appropriate time to have a conversation. This is an obvious attempt to subvert parents from their rightful roles as parents. This is throwing the God-given gift of our sexuality back in God's face.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90080", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90080\nTitle: SUPPORT STRONGLY\nBody:\nSTRONGLY support these reforms. As a former student in the VA school system, seeing first hand the need for these policies is immense as the inclusion of these proposals would allow for students to develop their identity and self-expression in an environment that is designed to provide a comprehensive education and cater towards the needs of students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90081", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90081\nTitle: I oppose\nBody:\nI oppose\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90082", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90082\nTitle: Oppose\nBody:\nAs a grandparent and taxpayer, I oppose this legislation!  This is wrong on so many levels.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90083", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90083\nTitle: NO!!!!\nBody:\nNo!! Strongly opposed!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90084", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90084\nTitle: OPPOSED!!\nBody:\nNO, do not implement the proposed policy.  These are children.  to be harsh to children who have no gender issues is mean and cruel.  Kids are always tough on each other, that can't be changed.  Teachers can teach them to be nice as everyone was taught.  To invoke a mean, cruel reverse polity every time a child might utter a mean comment is unhinged at best----be adult and be nice to all, even children of faith who have not issues with gender.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90085", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90085\nTitle: OPPOSED!!\nBody:\nNO, do not implement the proposed policy.  These are children.  to be harsh to children who have no gender issues is mean and cruel.   Teachers can teach them to be nice as everyone was taught.  To invoke a mean, cruel reverse polity every time a child might utter a mean comment is unhinged at best----the State can require the teachers to inject kindness into the class--gender to gender, race to race, age to age, etc.  The teachers can teach kindness.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90086", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90086\nTitle: Support\nBody:\nI support the guidance to ensure that my children and all of their friends are in a supportive, safe and welcoming environment for ALL!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90087", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90087\nTitle: No!\nBody:\nI only support the anti-bullying section of this document.  However, the rest of it should go through the shredder!  Why are we catering to a .001% population? Make one bathroom per school open to anyone to use, allow them to dress as they choose...fine. But the indoctrination at elementary school and gender terminology preferences are all getting way to crazy!  Let’s go back to teaching our kids skills in life like Shop, Home Economics, Computer Science and Automotive skills so they can be successful in life vice spending any more unnecessary money to transgender indoctrination!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90088", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90088\nTitle: OPPOSE!\nBody:\nI strongly oppose. Hormones rage at this age, why would you even consider this?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90089", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90089\nTitle: Concern about Parent's role and funding question\nBody:\nThe Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity. Is additional funding going to be allocated for the \"single-user, gender-inclusive facilities or other reasonable alternatives\"?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90090", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90090\nTitle: Support\nBody:\nAs an elementary school teacher, I absolutely support these proposed policies. If there is one thing that I know for certain with all of my heart it is that school should be a place where students, no matter how they identify, feel safe, loved, and respected. When guardians send their children to public schools, they are putting their trust in the adults who work at that school to care for their children and to look out for them. Yet, there are entirely too many LGBTQ+ children attending public school in Virginia, and the United States in general, who dread coming to school every single day, fearful of what might happen to them within the walls of the school building. LGBTQ+ children face bullying at levels much higher than those of their cis-gendered, heteronormative peers. This bullying can have dire effects on a student's mental health leading to depression, anxiety, or suicide. LGBTQ+ children are just that: children. These children exist all across the country and they are relying on the adults in charge to do their job and help protect them. My job is to educate these children, but I can't do that job if they are living in fear and feeling unloved. It is not a child's job to make you feel comfortable. It's an adult's job to make sure a child is comfortable being their true, authentic self and that they are safe while doing so. So again, I whole-heartedly support these policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90091", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90091\nTitle: Strongly Oppose\nBody:\nStrongly opposed\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90092", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90092\nTitle: transgender\nBody:\nI oppose the school system discussing any information about gender issues related to a particular child if that subject is in direct opposition to the family to which a child is born into, and I defer that the school system defer to the family that the child belongs to and if there are issues which the child makes discussion with regarding his /her gender identity it should be a family matter and the school system should butt out. Theses matters that the school system deems as child abuse where the school system states that the parent is basically insensitive to the gender of the child is simply put, ridiculous and at these times where many issues are confusing to children, the idea of gender confusion may very well enter in, but the fact that family crises cause most of these issues does not mean that the child needs to begin a permanent change in his body format because of temporary confusion. Why doesn't the school system offer more counseling to families to help with confusion prevention instead of creating division between parent and child. This is pretty disgusting.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90093", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90093\nTitle: DOE Sexual identity guidance\nBody:\nI am opposed to the guidance.  I see that many of the supporters of this guidance simply say they support it and want everyone to be treated equitably.  I would like to make two points.  First, for everyone to be treated fairly, you have to consider those children and families that feel that sexual identity is a physical issue assigned at birth and not a psychological issue determined throughout ones life.  Forcing everyone to align with one view or another is not treating everyone fairly.  Second, I agree with the supporters assertion that all should be treated fairly.  As another commenter has pointed out, bullying laws have already been established and teachers should ensure that everyone is treated with respect.  Americans need to respect everyone, not agree with everyone.  Healthy relationships do not ensue from being forced to align with an ideology.  Healthy relationships develop when opposing views can be presented (and adhered to) with respect for those opposing views.  The department of education needs to focus on its mandate to educate our children and not venture into establishing their personal moral views.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90094", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90094\nTitle: TOTALLY OPPOSED, THIS IS CHILD ABUSE!!!\nBody:\nTHIS GOES AGAINST EVERY MORAL LAWS!!! THIS WILL LEAD TO CHILD ABUSE. NO SUPPORT !!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90095", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90095\nTitle: NO to trans. Policies in any school!!!\nBody:\nBegin typing to enter your comments. You are limited to.      No to perversion in our schools or anywhere else!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90096", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90096\nTitle: NO, NOT A SINGLE OUNCE OF SUPPORT!!!\nBody:\nThis is appalling!!! Total breach of role and responsibility.  Parents parent and raise their children. Not a public education system. Complete over reach and frankly I’m in disgust at such a proposal.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90097", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90097\nTitle: Strongly Oppose\nBody:\nGood evening! I strongly oppose these mandates!  These issues are personal in nature and for the family to decide as they are best situated to take care of the spiritual, mental, physical and emotional state of children. The school is in no way ready or able to handle such challenges.  Stay out of it! Thank you for a chance to comment. Respectfully, D Womack\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90503", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90503\nTitle: Strongly Oppose - Parents are kids parents... not school or state\nBody:\nStrongly oppose this guidance as it sets to exclude the parent’s involvement in their own child's life. Moreover, it expressly pushes teachers, administrators, etc. to keep information of the child secret from the parents. The teachers, administrators, etc. have no idea what is happening at home, can only base judgement from one side (child), and the scant information they can collect; and thus, may be unaware of other health, mental, or social issues the child is facing. Such lack of information could be detrimental to the child and is why the parents MUST be included and informed. This is unacceptable to have the school system subvert the role of parents in the development of their own children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90504", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90504\nTitle: Horrible Idea\nBody:\nThis policy transcends all basic common sense, human reason, moral decency, and empirical science.  A policy of this sort will have far-reaching, unintended, and injurious repercussions for many years to come, up to and including possible emotional and/or physical scarring of the \"normal\" student population.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90505", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90505\nTitle: Opposed to the stated guidance.   Suggest expanding services for those with issues of sexuality\nBody:\nThe current guidance should not be implemented in our public schools using tax payer funding.   I do believe we should provide support, services and understanding to those that are struggling with their sexuality.   That would help until the child is an adult and can make decisions on their own.   This guidance takes the parent out of the picture and that is wrong.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90506", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90506\nTitle: No to teaching lgbtq to our children\nBody:\nThis is crazy!  First we take out God from schools and now we taunt him with teaching His children what he says in Bible is wrong.  Why are we letting satan control us to the point we would harm our own children to be publicly correct.  No, there's no way this can happen.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90507", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90507\nTitle: Policies for Treatment of transgender students\nBody:\nThis policy is a dangerous road of experimentation based on no scientific fact. In addition it is being forced on others compelling them to acquiesce in the experiment.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90508", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90508\nTitle: I support these Policies.\nBody:\nI fully support the draft guidance provided by the Virginia Department of Education for the Treatment of Transgender Students in Virginia's Public Schools. As a nurse and mother of three children I know that children need to be accepted and feel safe and supported in school in order to have any success in school. As a Christian I feel it is important that we help children listen to their inner voices and their inner knowings which are the ways that they will be able to connect most closely with God. In order to do that they have to have safe spaces. This set of policies and its adoption will allow teachers to feel better supported in order to help all students. These policies are not about pushing anyone to be or do anything but instead focus on what it means to make a safe environment for all individual children and teenagers. We love putting people into categories and groups and to make things black and white but we all know that on so many things we are not black and white or one or the other. Gender expansiveness and the gender spectrum are not new phenomena. Neither are issues of faith and doubt. We need to have  the language and understanding to be inclusive and affirming of transgender students. All students deserve to be seen and understood. Thank you for these policies and for prioritizing the safety, well-being, and inclusion of all Virginia students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90509", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90509\nTitle: Concern over parental involvement\nBody:\nParents are the caregivers of their child(ren). If a child is injured or sick or being bullied, a parent is (or should be) contacted. This should be the case even if the child requests the parent not be informed, including the situation of a child keeping secret a transgender status. A second area of concern is overnight school-sponsored activities. Others may not be bothered but any student who refuses to share a room with a transgender student should be permitted to be in a different room. A third concern is any student who claims to have a fluid gender and is creating havoc for teachers who never know how to address this student. In summary, children are the ultimate responsibility of parents even though schools do carry responsibility while the students are in their care. It seems the teachers are having another weight thrust on them with these additional guidelines. But remember that parents should always be informed of issues or changes faced by their child(ren) so that they can properly help their child(ren). Thank you for considering my comments. Sincerely, Rev. Eddy Aliff Executive Director Virginia Assembly of Independent Baptists\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90510", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90510\nTitle: Totally opposed to this discourse.  After not being in school for a year they need to focus on basic\nBody:\nNO WAY should we focus on this at this time.  This is between children and parents.  Schools need to focus on teaching basics especially after being closed FOREVER!!!!   Our students are falling so far behind this state should be  embarrassed.  Shame on you!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90511", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90511\nTitle: absolutely oppose - and couldn't say it better than this:\nBody:\n(by Eric Hooks, thank you) Young children are not mature enough to make major life-changing decisions, which is why they are legally under the guardianship of adults, typically their parents who love them and want the best for them. Prior, sensible policy recognized the importance of creating a safe learning environment for ALL students, which requires moderating the excessive behavior of some students when they become potentially harmful towards others. A very small but very vocal minority of students, outside activists, and policy makers have banded together to try to normalize the aberrant and often self-destructive behaviors associated with gender dysphoria in young children. Worse yet, they seek to affirm these aberrant behaviors by forcing others to play along and call children by preferred pronouns, made up names, etc. This is nonsensical and encourages other youths who are merely attention seeking to mimic such behaviors because of the attention and control it grants them. Worse yet, it creates opportunities for sexually curious or sexually predatory children to parade into the bathrooms, locker rooms, and sleepovers of opposite gendered children and victimize them. What about the rights of the majority of children to privacy and security? And where will this end? Will male faculty be able to identify as female on a whim and parade into the girls' locker rooms as well? If not, why not? Where is the logical end to this? None of this is even the worst part of this guidance document though. The worst part is that it champions a duplicitous approach of deceiving parents who are opposed to this nonsense by referring to their children according to their legal name and gender when communicating with the parents about their children, while duplicitously indulging young gender dysphoric or merely attention-seeking children behind their parents' backs in the school setting. Driving a wedge between parents and their children has become the job of Virginia public schools? Abrogating their responsibility to create a safe learning environment by protecting young children from sexualization and sexual predation has become the job of Virginia public schools? Encouraging and indulging sexual dysphoria in young children has become the job of Virginia public schools? Ask yourselves - why have we maintained these gender distinctions over the centuries? Is all that is past bad? Is all that is past harmful and malevolent? Or could some parts of culture and custom perhaps be beneficial? Could they even represent tacit wisdom that should only be very cautiously discarded and replaced after careful consideration and consensus-building? Has it occurred to you that gender distinctions may be more beneficial than harmful? Has it occurred to you that parents who love their children might care more for their long-term health and development than you do about this politically charged issue of the day? Has it occurred to you that this naked affront to the guardianship of parents over their children will instead further drive a wedge between parents and the public school system? What are you really trying to accomplish here? What alternatives have you considered? Is there a better solution that does less harm?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90512", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90512\nTitle: Support adult LGBT rights. OPPOSE state interfirence into family matters\nBody:\nThe proposal has many undefined or silly defined terms that are misleading and/or legally incorrect. It is nothing more than an attempt of the state to remove parental rights and impose extrimist ideology on citizens/taxpayers.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90513", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90513\nTitle: I strongly oppose this  regulation\nBody:\nI strongly and resolutely oppose this regulation.  It disregards and overrides the role of parents, placing in the hands of people with little to no oversight, the bodily privacy and safety of our children.  Schools have a duty to protect the bodily privacy and dignity of all students.  No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90514", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90514\nTitle: Strongly oppose these proposed policies\nBody:\nI stand for the dignity of each person, who our Creator made in His image, male and female. I also stand for the right and role of the parents to teach the truth to our children, and the right of children to speak the truth without persecution.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90515", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90515\nTitle: I strongly disagree\nBody:\nGod help our country!  Why are we destroying our children in our schools?  Everyone has a God given free will from God, but why do we have to teach about such a topic as gender identity in a way that makes it ok, normal, or just a choice.  Unfortunately our family base has become weaker, lack of guidance and children in many homes are left to figure out life on their own.  Maybe we should start teaching the bible in school, God's word, oh but that might offend someone, after all it would be more of a rewarding life to follow, and maybe teach them how to respect others, love each other, and how to become a productive adult in a shattered, immoral world. I agree that children need to understand that some children are different, medically, psychologically, or by choice .  All people need to be respected, but I will teach my grandchildren Godly things, not things of the world or what our school system wants them to believe.  Our leaders of our country, our local government, and our school leaders need to ask themselves, who do I serve? God or the world?  Unfortunately, I don't believe our leaders listen to our concerns anyway or the above as written.   Again, God help and heal our country.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90516", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90516\nTitle: Strongly Opposed\nBody:\nThis bill would interfere with the essential relationship between parents and children.  It would also violate students freedoms of speech and religion.  All in pursuit of encouraging transgenderism amount vulnerable teenagers, when studies have shown that 90 percent of teenagers who question their gender change their mind as adults.  This bill is designed to help adult transgenders feel powerful rather than to actually help struggling teens.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90517", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90517\nTitle: STRONGLY OPPOSE!!!\nBody:\nRom. 1:24-32  So God abandoned them to do whatever shameful things their hearts desired. As a result, they did vile and degrading things with each other’s bodies. They traded the truth about God for a lie. So they worshiped and served the things God created instead of the Creator himself, who is worthy of eternal praise! Amen. That is why God abandoned them to their shameful desires. Even the women turned against the natural way to have sex and instead indulged in sex with each othe r. And the men, instead of having normal sexual relations with women, burned with lust for each other. Men did shameful things with other men , and as a result of this sin, they suffered within themselves the penalty they deserved. Since they thought it foolish to acknowledge God, he abandoned them to their foolish thinking and let them do things that should never be done. Their lives became full of every kind of wickedness , sin, greed, hate, envy, murder, quarreling, deception, malicious behavior, and gossip. They are backstabbers, haters of God , insolent, proud, and boastful. They invent new ways of sinning, and they disobey their parents. They refuse to understand, break their promises, are heartless, and have no mercy. They know God’s justice requires that those who do these things deserve to die, yet they do them anyway. Worse yet, they encourage others to do them , too.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90518", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90518\nTitle: Strongly oppose\nBody:\nThis is totally focused on destroying the family and values of the tenets our nation was founded on.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90519", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90519\nTitle: Support\nBody:\nAs a Christian, as the pastor of Ginter Park Presbyterian Church, as a mother of teens with transgender friends, and on behalf of my own transgender friends, I very much support this guidance. It is essential for all children and youth to feel safe and welcome at school. LGBTQIA+ young people deserve special support as they navigate life in a culture that upholds harmful cisgender, heterosexual norms. The church has been a part of establishing those norms, so I feel a special responsibility to say: we have work to do, in order to make sure EVERY CHILD made in God's image knows they are a beautiful human being, worthy of love.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90520", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90520\nTitle: Strongly oppose\nBody:\nUsed to be a teenage boy.  Would have loved to use girls locker room then.  For all the wrong reasons.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90521", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90521\nTitle: Oppose\nBody:\nOppose strongly.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90522", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90522\nTitle: Strongly oppose\nBody:\nThis is not education. It's indoctrination .\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90523", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90523\nTitle: Transgender Policy\nBody:\nSTRONGLY OPPOSE this policy which ignores science.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90524", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90524\nTitle: Model policies for transgender students\nBody:\nVDOE should not over the parents’ in their role as primary educator, counselor and role model.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90525", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90525\nTitle: STRONGLY OPPOSE\nBody:\nI strongly oppose the policies set forth in this guidance document, Model Policies for the Treatment of Transgender Students in VA Public Schools. The Acknowledgments section clearly indicates a lack of diversity in viewpoints, and no reasonably-minded parent could ever support the nonsense contained within this draft policy. You have, out of concern for a small group of people, endangered so many more. It is my absolute right as a parent to trust that my children, in their most vulnerable circumstances, such as using a restroom or changing room, would not have their privacy violated by the mere unchallenged assertion of identity from another student. The social dynamic imposed by these policies, as well as the unreasonable limitations placed on teachers who might otherwise be able to use common sense to protect the innocence of children, will create a disastrous educational environment the no parent could ever think of educating their children in. I strongly oppose the pretenses of this document, and strongly oppose these policies and any school who chooses to adopt them.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90526", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90526\nTitle: Strongly Oppose\nBody:\nThe purpose of public education is to provide educational instruction to students, not to indoctrinate them into embracing the newest progressive social issue. That is my first objection. There are additional points to argue--but first and foremost we should focus on the purpose of our public education system. Sexual practices, whether heterosexual or homosexual, and instruction and exploration into gender identity--these are issues that should not be taught in a public school--they belong elsewhere--in family homes, in places of worship, among close friends, or with private counsel.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90527", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90527\nTitle: Model Policy for the Treatment of Transgender students is misguided\nBody:\nThe proposed policy is misguided on many grounds.  I will highlight only three. 1.  Children need guidance from their parents, who have the moral and legal responsibility for their well-being.  The policy explicitly interferes with that relationship by excluding the parents in a crucial area of the children's lives.  Decisions about a child's gender should be made with parental knowledge, input and in most cases, with their consent. 2.  Children, by their very nature, are young and immature.  A fair reading of the policy would seem to allow school authorities and medical personnel to facilitate or at least encourage  puberty blocking treatment.  There is strong scientific evidence that such treatment is medically and psychologically damaging. 3.  Sports activities become a quagmire when children are allowed, at their whim, to decide that they are a male or female from one moment to another.  Yet the proposed policy seems to allow it.  There have been more than a few publicized cases where it is apparent on its face that a child with mostly, if not all, male physical characteristics, is able to compete against female athletes.  The inherent unfairness is self-evident. There are some laudable goals here.  Transgender children should not be bullied.  We must act with compassion and understanding.  But cutting off parental knowledge and input is a bridge too far.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90528", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90528\nTitle: Big picture - oppose\nBody:\nThe number of public school students are declining because of the policies that the state has made. This will add to the decline.  While this is proposing being \"inclusive\" , it is actually exclusive. This should not be approved.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90529", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90529\nTitle: Proposal goes too far\nBody:\nI oppose this legislation.  The State is placing itself in front of the family in determining the welfare of children.  This is an issue that is outside the bounds of the schools, and should be left alone unless the family raises the issue.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90530", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90530\nTitle: Opposed\nBody:\nAny policy that encourages children to question their gender should be opposed because it will result in future health issues to the very children that the policy tries to protect.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90531", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90531\nTitle: transgender and non-binary students\nBody:\nLGBTQ+ young people deserve a learning environment of safety, respect, and stability, the same safety, respect, and stability provided for other students. This is the right thing to do, the moral thing to do. Please do what it takes to ensure this is the case in all Virginia schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90532", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90532\nTitle: Transgender teachings in the public school.\nBody:\nVirginia being in the bible belt, Our Nation which states \"in GOD we trust\", Our bill rights states that our rights are endowed by our Creator.  This un-Godly, unnatural, un-American practices & teachings should NOT enter our public schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90533", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90533\nTitle: SUPPORT\nBody:\nEvery human being deserves to be treated with dignity, respect, and acceptance. PLEASE adopt this policy to ensure that every student in Virginia is given the rights they are entitled to. Love trumps hate.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90534", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90534\nTitle: I support the VDOE's Guidance\nBody:\nOur transgender and non-binary children deserve to have their identities accepted and honored by their public schools. I support the VDOE's guidance to create inclusive and equitable environments for ALL of Virginia's children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90535", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90535\nTitle: Love all our students\nBody:\nI am thrilled to see policy that is trying to address issues that used to be swept under the rug or ignored. Our public schools should be a welcoming and safe place for all of our students, whatever their needs, preferences, home life, etc. Adding specific policies to ensure the equity of transgender students seems like a step that should’ve already been taken. It has been a tumultuous year for our nation and our state. For me, it has been a wake up call that going back to decent, common practices of tolerance, acceptance, and respect for our fellow man needs to be more of a priority in our culture and society. Given that so many social interactions happen within our schools means that we need to be addressing situations that may feel uncomfortable or that may counter what some parents or families are trying to promote at home. Without contradicting a parents’ right to instill their opinions in their child, I want to be in a classroom where all of my students feel welcome and accepted and able to speak up and share their opinions without fear of repercussions or ramifications from administration or their peers. To that end, I support proposed legislation that would alter policies to ensure that transgender students have equal rights, equal say, and equal protection.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90536", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90536\nTitle: Absolutely opposed\nBody:\nI'm absolutely opposed to this proposed action. Please stick to teaching an academic curriculum focusing on the core subjects that we send our kids to school to learn. Stay out of the area of individaul family value systems that each family has the right to instill in their children. What you're doing is an outrageous overreach, an arrogant \"politburo\"-like assumption that you know better than the \"ignorant masses.\" It's absurd and outrageous for a public school system to think its role is to impose its own views on children to advance a specific cultural and political agenda, while completely dismissing families' personal, private, and religious beliefs. That is tyranny. Just stick to teaching them core subjects.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90537", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90537\nTitle: Opposing gender confusion policies in schools\nBody:\nGod created male and female , forcing secular beliefs on our children and promoting immorality and forcing transgender education on our kids is not a decision for the government to take! The department of education role is to educate children not teach them to hide their thoughts from their  parents and live a double life! as a Christian parent, mother and daughter,  I disagree and oppose to such a law that will only endanger my children safety and make it easy for a sexual molester to abuse my kids and be protected by this law. If you allow to have a gender neutral bathrooms and lockers, I don't see how can the children be protected!! Children gender is defined in the womb and before creation and confusing our children to believe otherwise is not education,  but destruction and challenging religions. I oppose and refuse such a law.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90538", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90538\nTitle: Strongly Opposed\nBody:\nAs a former educator, a parent, and a grandparent, I am appalled that this would be even considered! The education of our children should not include sexual preferences or even be addressed in curriculum in the school setting. These types of conversations should be left to each family to discuss with their children in their home. This goes completely against the Christian belief and forces Christian children and parents to go along with something that they are being taught by their parents, their church, and their culture is wrong. Treating each other fairly, can be done without forcing everyone to believe something that is not right in their own eyes! It would be just as easy to develop curriculum to teach children to love each other and to respect other people's decisions without forcing them to go along with someone else's decisions.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90539", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90539\nTitle: Support Inclusive Policy\nBody:\nI support this proposed VDOE policy which will help to protect and reduce discrimination against all students who do not identify as cisgendered. As a PhD in Counseling Education I know that discrimination against non-cisgendered students is widespread and its effects extremely harmful and long lasting. Our students deserve to be treated with respect and decency by all educators and classmates. This legislation will be one needed step in that direction. I also request that if students and their guardians request that student name and gender be updated on school records (even if different than their birth certificate) that request be honored by school districts.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90540", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90540\nTitle: Strongly Opposed to Mandatory Queer Theory Policies\nBody:\nAny policy or law that requires citizens to violate their freedom of conscience, their religious beliefs, their understanding of biology and the human sex binary, and their freedom of speech must be vigorously opposed. No one has the right to dictate what pronouns someone must use when speaking about them in the third person. It is also highly inappropriate and even dangerous for government employees to be given the right, and even the mandate, to violate parental rights by perpetuating gender confusion and transgenderism in schoolchildren. What is being implemented in these proposals is Queer Theory. This is an ideology concocted in universities by academics such as Judith Butler. It demands that people believe that biological sex is fluid and even meaningless. This is scientifically wrong and medically dangerous. Truth and First Amendment rights are paramount, not ideological fads and unconstitutional mandates.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90541", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90541\nTitle: Oppose lgbtq in education\nBody:\nStrongly oppose!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90542", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90542\nTitle: No bullying\nBody:\nI am very much opposed to bullying in any form.  I agree that all students, including LGBTQ, are entitled to be safe from bullying and harassment.  Having said this, it is important not to go too far in the other direction.  Excluding parents from the discussion because \"they wouldn't understand\" is misguided at best, sinister at worst, and labeling them as abusive or neglectful for not using the child's chosen pronouns takes it to a whole new level.  Allowing boys into the girls' locker room and the other way around is a recipe for disaster.  (And if we're throwing out the norms for gender, how can we have boys' and girls' sports teams anymore?)  And if anyone calls a TG by the \"wrong\" pronoun, they are considered bullies.  I have to question who is bullying whom here? As of 2018, our high school students were ranked 38th in the world in math scores and 24th for science, according to the World Population Review.  despite having one of the highest budgets in the world.  Maybe we should focus more on core subjects, especially since many have missed the entire last year, and less on pushing forward a political agenda that has nothing to do with education.  Get rid of the bullying and let the kids learn.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90543", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90543\nTitle: Please oppose\nBody:\nThis policy transcends all basic common sense, human reason, moral decency, and empirical science.  A policy of this sort will have far-reaching, unintended, and injurious repercussions for many years to come, up to and including possible emotional and/or physical scarring of the \"normal\" student population.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90544", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90544\nTitle: Respect for all\nBody:\nIt is important to have respect for all. The proposed Model Policies for the Treatment of Transgender Students elevates the needs of some above the needs of others. For instance, the identified need of a child to express his or herself in terms of adopting stereotypical feminine or masculine dress or expression is elevated above the parents' rights to guide and care for their child; the need of a child who does not conform to their biological sex is elevated above the rights of children who conform to their biological sex by preventing the latter from privacy in bathrooms and locker rooms. Interestingly the policies are written claiming to remove barriers for one group, without recognizing they are creating barriers for others. For instance a biological boy who is allowed to compete against biological girls may eliminate the biological girl from advancing. Remember back in the 70's when women's sports was created to recognize that girls and women needed a separate space to fairly compete in athletics? All children need love, respect and safety, but these policies are not considering \"all\" but are elevating one class above another. Thus, I oppose these policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90545", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90545\nTitle: Strongly Opposed\nBody:\nPlease reconsider the proposed transgender policy guidelines since they divide families - children from their parents - in pushing a one-sided transition agenda. All children that deal with gender dysphoria deserve the help of their parents to make informed decisions.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90546", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90546\nTitle: STRONGLY OPPOSE\nBody:\nWriting in opposition the the transgender bill. People are either boys or girls. This bill opposes freedom of speech and compels people to certain forms of speech against their conscience and reality. It is not love to let people persist in delusion. Boys and girls want to have separate bathrooms. I don't want penises in the bathroom with my daughters. Plain and simple. No one wants that. Transgender people are not killing themselves because they can't use a certain bathrooms. They are committing suicide even cause they have been lied to and feel despair and desperation I'm their souls. Pray for them, but do not go along with this diabolical attack on the family, reason, freedom of speech, and natural law. The language used in this bill is contrived. We are not \"assigned\" genders. We are one thing or another. The amount of people who are actually intersex due to chromosomal abnormalities is vanishingly small and the grand exception and does not prove a rule. Propagating this ideology further will lead to further destruction. I will pray a rosary for all those demoralized and captured by the transgender ideology and for all those who propagate it that they may turn back to Christ and cease this diabolical, in the true sense of the word, against humanity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90547", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90547\nTitle: Schools have more rights than parents with regards to children?\nBody:\nI am all for anti-bullying, treating other with respect, etc, and I teach those ideals to my children. That being said, I do not think it is appropriate that children can sit down with a school team and decide to change their gender/pronoun/name/etc in student information systems without the approval of a parent. Be who you want, experiment, do what you need to do, but taking those rights away from parents is incredibly inappropriate. When a child turns 18, they are a legal adult and can change what they need to. Until then, children are minors, and parents should be required to sign paperwork or change gender/name/pronoun/etc.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90548", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90548\nTitle: Feedback from a Student Born and Raised in Virginia\nBody:\nI was born and raised in Roanoke Virginia, attending the public school system. When I came out as trans to close friends and family in middle school, people were afraid of how everyone else would react. When I came out publicly in high school, some of those fears were realized. Myself and other trans students were often harassed for simply existing, though many students and teachers were positive and supportive presences. I'm lucky that many people in my high school attempted to create a physically safe, at least, environment for trans students but even that isn't guaranteed everywhere. Please push for protections for us. By being more formally protected by the State's education department, trans students can be better protected from discrimination to focus on being kids and doing their schoolwork, extracurriculars, and living their childhoods to the fullest like everyone should. No child should face discrimination and prejudice and you have the wonderful opportunity to protect future kids! Thank you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90549", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90549\nTitle: Guidance for transgenders in school\nBody:\nAs a concerned law bidding citizen of this great nation and virginia, I am appalled that we have what should be moral, law bidding individuals in governmental offices supporting something so immoral as transgenders. This goes completely against the laws of nature that should be protected the same as man made laws. The gender is established in every living being at birth. It shouldn't be decided by some sick minded person. That's is exactly what is happening. As leaders of the people you need to develope education and rehabilitation centers just like those on drugs or alcohol and oppose such immoral behaviors. Continuing on this path of immorality is going to destroy families, our culture and our nation. You have a responsibility to do what's right. I will be praying that you do.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90550", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90550\nTitle: Parents and privacy left out by this bill\nBody:\nI oppose this bill. These issues should be between a parent and a therapist if there is confusion not kept from parents as the bill states, or that a child would be considered abused if they are secure in their identity as male or female and that is how they were born and designed by God. Also privacy of any child in a changing room should be of the utmost importance no child should feel they are open to viewing from anyone. This bill is demeaning and leaves children vulnerable to long lasting damage. Do not pass this bill.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90551", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90551\nTitle: Opposition\nBody:\nI strongly oppose any policies or legislation that undermines the ability of parents to raise their children as they see fit regarding social issues. Also, parents have a right to know what is happening with their children, struggles their children are facing at school, and other challenges related to their children. For school personnel to intentionally keep information about a child from their parents is unreasonable and inappropriate\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90552", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90552\nTitle: Oppose the Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nBody:\nMy husband and I strongly oppose the Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools.  As parents of six children we are concerned that this policy will undermine the rights of parents who send their children to the public schools. You will see even more of an exodus out of the public schools if you enact this wrong policy!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90553", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90553\nTitle: Are you considering the new victims who you are creating?\nBody:\nIf your goal is to help students, are you interested in helping the students who will become the new victims here? I attended Virginia schools. I graduated from high school in which I was intensely sexually harassed every single day. I guarantee you that any of the boys and men (those who had failed a few years) would have followed me into a restroom or locker room if they were allowed to do so with no questions asked. I ask you to seriously consider the safety of girls. Please consider the fact that you are telling girls that you don’t care if they are scared, if they have privacy, if they are protected. You are telling half of the population of the school that you are willing to make them victims. This concern has nothing to do with transgender children. Please provide gender neutral restrooms for people who need them. Please provide safe restrooms and locker rooms for girls. You are responsible for the safety of girls. This is not a religious argument. Refer to utilitarianism (a secular theory). Does this action produce the greatest amount of happiness for the greatest number of people? The consequences of any action will determine if it is right or wrong. How do the consequences affect the majority?  Apply Kantian ethics, judge this action by how it would appear as a universal code of behavior. How does this work when it applies to all people, at all times? There are very logical reasons to explain how this is detrimental. There is a very simple solution, provide gender neutral restrooms and locker rooms. Children are supposed to be kept safe in school. Keep the girls safe. Please try to use logic. Please keep half of your school population safe and feeling protected and secure- that is your job.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90554", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90554\nTitle: Guidance for Transgenders\nBody:\nPutting aside any arguments regarding the morality of promoting transgender ideology, this law strips innocent youth from their rights and protections by forcing them to participate in social activities and interactions that would require them to be exposed to and accept transgenderism. Further, this strips parents of their ability to protect their child from being immersed in an environment they don’t agree is healthy for their child’s mental, emotional and moral development. Essentially, this law forfeits the rights and protections of the majority for the promotion of an agenda that ignores and denies natural law. Further, no matter what labels you assign to any self-reported identity does not, can not and will never change the fact that, with the exception of very rare conditions, each and every individual is born as a male or a female and nothing can change that. Surgeries and body mutilation will never change that person chromosomes, which is what has always and will always define one’s gender. This abomination needs to stop before these perverse ideologies destroy our youth, rob them of their innocence and continue to foster and promote mental illness.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90555", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90555\nTitle: The Policies are Evil and Institutionalize Sexual Abuse.\nBody:\nThis must be stopped at all costs because the damage done to the next generation will be so great... I can't even fathom it.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90556", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90556\nTitle: Justice for transgender students!\nBody:\nOur schools should embrace transgender students. All students need to be heard and feel safe at school. Schools are the reflection of the community. We can talk about diverse and inclusive communities when the schools are diverse and inclusive places. No one should feel left behind in educational settings. Provide safe spaces for your students Virginia!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90557", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90557\nTitle: Strongly opposed\nBody:\nYou don't have the right to decide that boys enters into our daughters' bathrooms in public schools. Besides, there are more important issues to resolve: COVID, skyrocketing crime and better job opportunities. Reject it. Spend time on real issues.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90558", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90558\nTitle: Strong SUPPORT\nBody:\nIt is absolutely about time we introduce and adhere to policies that support our LGBTQ youth and enforce a zero tolerance for bullying. Policies like this can save lives.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90559", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90559\nTitle: No judgement...\nBody:\nI believe a safe, respectful environment in schools is not a privilege, but a right to all. Male, female, all races, and transgender kids. Everyone. I don’t think it’s my place to put judgement on others, in particularly kids who have faced unbearable internal struggles with their gender, because it’s something that neither I, nor my child, has ever had to face! If you don’t know that persons struggles, why would any loving person want to add to that? They are someone’s child, and as a mother, it would break my heart if someone treated my son badly. For any reason! The suicide rates for these kids are incredibly disturbing. Providing a safe environment at schools where kids spend the most time, and the most formative of their years, is the least we can do.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90560", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90560\nTitle: I STRONGLY OPPOSE\nBody:\nI strongly oppose!! The schools job is to educate children on facts. If schools educated our children on every feeling we’ve ever had then you would run a circus instead. Feelings of being a different gender, an animal, or anything else is strictly that- feelings. The dangers of putting a male into the girls locker room based on feelings will open up a whole new set of problems including rape, sexual abuse, among many more. Males will “feel” like a female to get into the locker room and do harm. It would be insanity for schools to be inviting this type of misconduct. Where is the protection for the girls who don’t want to take their clothes off on front of a biological male? If schools are caving to feelings now then I support a separate neutral changing area for those children who’s “feelings” do not match their body. This is the only way to keep EVERYONE safe. Also, schools should NEVER replace a parents role. It’s is absurd that children would be allowed to do anything outside of their parents wishes and then keep that from the parents. Every statement I’ve ever signed from the schools state “we (parents/teachers) are a team and we work together”. Doesn’t that seem like a better idea? I strongly oppose the upcoming rules on transgenders based strictly on feelings. Insane.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90561", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90561\nTitle: Strongly Oppose\nBody:\nStrongly Oppose\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90562", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90562\nTitle: STRONGLY OPPOSED!\nBody:\nStrongly opposed! Children are children! They are not your puppets! Young children are very vulnerable to the things you teach. Do NOT confuse them or encourage them into thinking they are something they are not. Penis=BOY,  Vagina=GIRL. There are no other genders! Introducing this agenda will only further the current problems we are already facing in society not to mention it's complete child abuse!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90563", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90563\nTitle: Strongly oppose\nBody:\nI strongly oppose transgender students to pick whatever gender identity they want.  I strongly oppose children who are boys going into girls locker rooms and vice versa.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90564", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90564\nTitle: Strongly Oppose\nBody:\nThis decision is looking at the impact of a minuscule portion of the population and not weighing the impact to the large majority of students.  This decision would violate the teaching and moral fabric of all Christians and make those students very uncomfortable.  Furthermore, it could put students in compromising situations and lead to instances of inappropriate and unethical conduct.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90565", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90565\nTitle: Utterly oppose mandatory transgenderism for school children!!\nBody:\nEncouragement of adolescent youths in the 'normalcy' of transgender beliefs and experiences would be the worst sort of child abuse.  Adult sanction of a homosexual orientation would merely foster thinking and behavior contrary to the child's best interest, at a time in children's lives when experimentation with self-destructive behavior has long, dire consequences.  To tacitly urge a child to experiment with abominable behavior would sow the seeds for his or her psychological anguish, later in life.  Homosexuality and transgenderism amount to behaviors that bring terrible suffering, because the Creator judges them as severe sin.  Youths naturally rebel against injustice (real or imagined), but the actual injustice would be encouragement of young people to experiment with homosexual behavior!  If homosexuality were genetically determined, it would have become extinct long ago, due to much-lower reproductive rates by gay couples.  Instead, transgenderism and homosexuality would be unwise responses to demonic temptations, remediable by the LORD Jesus Christ and the application Christian sound doctrine.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90566", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90566\nTitle: Strongly Oppose\nBody:\nThe fact that this is even being an option in schools in disgraceful. There should not be an option to share bathrooms or locker rooms just because you “think” you are a different gender. This should not be introduced to children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90567", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90567\nTitle: Strongly oppose\nBody:\nThese transgender policies assume that everyone agrees on the issue. There are rational and reasonable people on both sides of the transgender issue. Therefore, the opinions of all must be respected. This is first and foremost a moral issue. Parents should be free to teach their children on moral issues without having government-run schools countermanding the parents’ views.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90568", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90568\nTitle: Press Release:  Model Policies for the Treatment of Transgender Students in Virginia Public Schools\nBody:\nFOR IMMEDIATE RELEASE Contact: Richard Salmon salmon_richard@hotmail.com 571-926-1671 Prince Wm Group Observes Biological Sex Is The Difference That Matters MANASSAS Virginia, January 18, 2021 --The Prince William & Manassas Family Alliance opposes recommendations of the proposed Virginia Department of Education policy, Model Policies for the Treatment of Transgender Students in Virginia Public Schools (virginia.gov). This policy document promotes the transgender ideology. This policy document treats gender identity as more important than biological sex. If implemented the policy would even force teachers and students to echo back what those who have “transgendered” themselves want to believe about themselves. Forcing people to say things they do not believe violates the First Amendment. Our public schools should be safe for all people, not just those troubled with ‘gender dysphoria.’ --The Alliance opposes recommendations to accommodate transgender students in all public school restrooms. In comments filed on a draft the Prince William County affiliate of the Family Foundation urged the State to protect privacy and modesty of all students rather than require schools to allow all students to use any restroom based on a temporary identification with a sex other than that of their birth. --The Alliance explained that it believes that in the beginning “God created man in his image, in the image of God He created him: male and female He created them.\" Our gender is in our DNA.” While it said that it condemned bullying or mistreatment of any transgender persons who doubt their birth gender, the proposed transgender policy does not take into account its potential detriment to transgender students. Physicians claim that in the majority of cases young people who question their birth gender come to terms with who they are by young adulthood and move forward in their original gender. Transgender students adopt clothing and a hair style like their ‘gender identity,’ take a different given name and use preferred pronouns when referring to themselves or when being addressed. Giving them access to bathrooms and showers of a gender other than that corresponding with their genitalia will not satisfy their ‘gender dysphoria.’ Rather it will reinforce the confusion and intensify their focus and that of their fellow students on this narrow aspect of their self-image. Many transgender youths take hormones that will induce irreversible sex change. Though it sounds simple, the hormones weaken bone development and possibly affect brain development that continues into young adulthood. In most cases the hormones render them sterile. The secondary sex changes induced by hormone therapy are permanent: girls develop facial hair, a deepened voice and often the girls have their breasts surgically removed to appear more masculine. Boys are feminized to develop breasts, a higher-pitched voice and again, are rendered sterile. If, later, transgender individuals regret their decision, they cannot reverse the damage done to their bodies. This often leads to depression and even suicide. Family Alliance President Ruth Dale says her group endorses kind and respectful treatment of transgender students but emphasizes “We also want the student body of which the transgender students are a part be to be treated with equal respect and dignity. They have a right to privacy and modesty. Sharing bath and shower rooms with students having different genitalia does not serve that end.” Therefore, we oppose ‘open’ use of bathrooms and shower rooms by transgender students. Instead, single-person toilet and shower facilities should be provided for transgender students’ use. It is the most equitable way to help all students.” Alliance Secretary Richard Salmon also requested that Virginia senators and delegates who last March mandated local school boards adopt the State Board policy not then yet in existence, suspend that requirement until the state department adopts a final policy and the General Assembly conducts oversight hearings on the resulting “model.” A draft has been published at Model Policies for the Treatment of Transgender Students in Virginia Public Schools (virginia.gov) . The public is invited to comment between now and 11:59 pm. on February 3 ( CLICK ON => Guidance Document Public Comment Forum (virginia.gov) . We encourage all the citizens of Virginia to comment on the proposed policy. We believe the parents and grandparents of school age should be irate about this policy proposal. Please let your state legislators know how you feel. Their contact information is available here, Who's My Legislator. ### The Prince William & Manassas Family Alliance is composed of citizens of Prince William county and the City of Manassas from many occupations and religious affiliations. Our mission is to stand for and protect family, moral and religious values. Our web site is: www.familyallianceonline.org .\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90569", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90569\nTitle: Oppose!\nBody:\nEncroaching on the majority of the student’s privacy for the sake of a few is not okay! Kids who are not comfortable using their biologically assigned restrooms/locker rooms could be allowed to use private staff restrooms or have a restroom made specifically for them. But, allowing students of the opposite gender to use the wrong restroom, without any questions asked, will lead to disaster. This WILL be taken advantage of and imagine all of the lawsuits that could stem from that. It’s NOT okay!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90570", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90570\nTitle: Oppose\nBody:\nStrongly Oppose\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90571", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90571\nTitle: Oppose\nBody:\nIn your considerations, please lookout for ALL the students not just those who have political power or money behind them. Keep all of our children safe. If transgender students don't feel safe in their appropriate bathroom please build them private bathrooms throughout the building to use. Imposing broad new mandates so often has destructive unintended consequences. Reverse the trend of modern government and actually fix the problem, instead of making it worse.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90572", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90572\nTitle: Oppose Transgender Model Policy\nBody:\nAlthough I empathize greatly with the challenges of transgender students, I strongly oppose the DOE’s model policy for several reasons. First and foremost, regarding school interference in determining gender identity, the recommended standard reads: “School divisions will need to consider the health and safety of the student in situations where students may not want their parents to know about their transgender status … There are no regulations requiring school staff to notify a parent or guardian of a student’s request to affirm their gender identity.” A child’s gender and greater identity are intimate and personal. They are not the business of the school or the government. This is a topic and discussion that should rightly be handled within the family unit, and the government (and by extension schools) should not interfere with family business and the personal decisions of students and their family members. It is not the job of the school to impose their viewpoints on such personal matters, and it is certainly the job of the school to communicate personal concerns with family members. Just as a school would have an obligation to communicate to a parent or guardian if a child were experiencing depression, engaging in risky behavior, considering suicide, or demonstrating addictive personality or behaviors, parents should be informed of all substantive issues regarding their children. A student’s gender identity and personal beliefs, thoughts, and worries are between a student and their family, and it rests solely within that boundary lest we continue to give the government more control over our ability to raise, parent, and advise our own children. Secondly, can you please explain how discipline and consequences for not using correct pronouns will be enforced? I would like additional information on the punitive steps that will be taken against faculty or students who violate the “pronoun” policy. The draft policy reads: “Any incident or complaint of discrimination, harassment, or bullying shall be given prompt attention, including investigating the incident and taking appropriate corrective action, by the school administrator. …The [School Division’s Designated Contact] shall be available to hear concerns from students or parents when complaints are not resolved at the school level.” I oppose this. Parents should be notified immediately if there child is called in for remediation or discipline for violating ANY school policy. Parents should be informed and actively engaged in any disciplinary consequence (short of a verbal warning) the school enforces on their child at any level. Further, the standard implies consequences to the family as well. It reads: “School staff should be prepared to support the safety and welfare of transgender students when their families are not affirming.” What would this look like? Would the school report child abuse if a family was not “affirming” of their child’s proclamation regarding gender identity? Sexual preference and sexual decisions do not belong in the schools; this is not the job or purview of public education. Please keep these topics out of the public school system, and let families handle personal decisions regarding students. I am unsure what qualifies teachers, administrators, superintendents, or even counselors in the school system to have the authority to “help” these children with their decisions without consultation with parents who have birthed these children, raised these children, paid for all their needs and necessities, and cared for them throughout their childhood. There is NO outside authority in this facet of a child’s life but that of the parents. And frankly, whether or not a parent “affirms” a behavior, proclamation, action or stance of their child is of no business to the school. The school, nor any of it’s agents, are not a parent. Period. Finally, I believe there are major safety and privacy violations that would follow the decision to make bathrooms openly available to both genders. The draft policy requires “ Access to facilities such as restrooms and locker rooms that correspond to a student’s gender identity shall be available to all students.” Further, faculty and students cannot confront a student regarding their entry into the restroom. As an adult woman, I can think of nothing more humiliating, embarrassing, or uncomfortable than being a pubescent girl having to share a bathroom with a biological boy. Although I can’t speak to their experiences, I would imagine boys might also feel the same discomfort in sharing a bathroom with a biological female. I feel like not allowing young ladies their privacy is gender discrimination. Have these recommendations been based on research and data regarding the safety of such decisions? Since bullying and bad behavior often take place in areas within the schools in which teachers have limited access, I would urge you to reconsider putting ANY student (transgender or otherwise) into a situation that might further perpetuate bullying and violence. Why is it not possible to put a single transgender bathroom in schools—much like a family bathroom found at many stores and mall areas? It seems that this would be a better decision to allow transgender students the spaces they need while ensuring the safety and privacy of ALL students. Please don’t make decisions that benefit one population of students to the detriment of all the others. I want every child to have a safe and productive school experience, but I believe this policy does not allow that for ALL students. Thank you for allowing a forum for parents to voice their concerns.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90573", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90573\nTitle: Comment on \"Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\"\nBody:\nSir, Ma'am: Thank you for the opportunity to comment. I have serious reservations on aspects of the \"Model Policies for Treatment of Transgender Students in VA Public Schools\" and request substantial modification or rescission. While I am supportive of efforts to reduce bullying and harrassment, these guidelines go far beyond supporting a safe school environment by endorsing positions on transgenderism that include controversial and harmful ideas such as male and female being being defined as a 'cluster of physical features' or that gender identity is declared at age 5-6.  These ideas are harmful, particularly when shared by authority figures (the public school).  They directly oppose the firmly held and scientifically based reality of men and women.  I fear for the confusion we introduce into children that will bring them long term harm. If the intent is to reduce bullying and harrassment, please focus on respecting the dignity of the individual and do not accompany these guidelines with definitions and education that are firmly rejected by science and the Judeo-Christian faith.  Parents must have say in the education of their children.  The concepts of transgenderism are complex and should not be promoted in public schools. ---------- The proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. - Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90574", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90574\nTitle: Strongly oppose!\nBody:\nAbsolutely not the school’s place! This shouldn’t even be a question. Absolutely absurd.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90575", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90575\nTitle: Strong support!\nBody:\nStrongly support as a parent of a trans child.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90576", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90576\nTitle: STRONGLY OPPOSE!!!\nBody:\nHow is it that public school teachers will be charged with harassment for not using the correct pronoun? How is it that any person can enter any locker room or bathroom, and claim a certain gender? What sort of protection do ALL students receive from this sort of bill?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90577", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90577\nTitle: Transgender Guidance\nBody:\nVery strongly opposed!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90578", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90578\nTitle: Opposed\nBody:\nI have no issue with the transgender community, but do not believe that is the school's place to facilitate the transition. I am also concerned with the fact that the plan states that schools will support the initiative without the approval or knowledge of the parents, and also will have parents reported to child protective services if they are opposed. Educate the children, but remove yourself from their personal lives.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90579", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90579\nTitle: Opposed Parents should know what is going on with their kids.\nBody:\nParents have a right to know what is going on with their child. As their legal guardians. Also the thought of any boy or girl walking into the opposite sex restroom without question is wrong. You’re opening that up for more sexual harassment issues.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90580", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90580\nTitle: OPPOSED!\nBody:\nI support and love all students but oppose this policy!  The school does not have the right to take parental rights away and to make decisions for a child.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90581", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90581\nTitle: Strongly Opposed\nBody:\nThese proposed regulations are fundamentally flawed and should not be imposed upon Virginia schools. Actual gender, as gender has been defined for thousands of years, is a biological fact, established by a person's chromosomes at conception -- not at birth as is asserted in these draft regulations.  Although male and female genitalia are outward signs of ones' biological gender, rare cases of birth defects do occur where the genitalia are not formed normally which may indeed foster gender confusion.  Most gender confusion, however, is a psychological condition where a person feels or self-identifies as other than their biological gender. Accordingly, any discussion of school policy concerning students suffering with gender confusion or ambiguity should be predicated upon truth, the primacy of parental responsibility for the health, welfare, and education of their children, and a profound respect by the state for their dignity as individuals.  This dignity must be in equal proportion, neither greater nor lesser, to the dignity of the majority of students who individually identify with their biological gender. The definition of the condition must first be predicated upon objective biological gender as established chromosomally.  Gender identity becomes a policy issue in cases where an individual's subjective perception of their gender assignment differs in some way from their biological gender. Second, the role of the state is to support parents as they guide their children through their development.  Any language that discourages educators from discussing the outward manifestation of a student's gender identity with their parents or presumes that gender confusion should be encouraged by educators against a parents' wishes should be stricken from the policy.  Similarly, any language that presumes that a parent supporting their child's gender identity with their biological gender is inherently abusive is fundamentally flawed and should be stricken. Third, all students should be protected and treated with equal dignity.  Any policy that allows individuals who are not truly gender-confused to use gender identity as a ruse to gain access to the private facilities intended for their opposite sex (e.g. bathroom, showers, changing rooms, etc.) should be stricken and modified to protect the dignity of all students equally. Finally, and most importantly, no state educational regulations should infringe upon the citizens' free exercise of their religious beliefs.  Where these beliefs intersect with gender identity, the regulations must respect the primacy of these religious beliefs and allow parents to educate their children consistent with these beliefs.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90582", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90582\nTitle: Transgender bologna\nBody:\nWe Strongly oppose any and all motions to allow transgenderism in our schools or any place. It is demonic and will allow the devil into our schools worse than he already is!  Anyone who is in making a notion in favor should be fired!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90583", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90583\nTitle: Strongly Support - We Need This\nBody:\nAs a non-binary high school student, I'm unable to use restrooms at school because there aren't any easily accessible gender-neutral restrooms. Additionally, I love sports but can not participate because I don't feel comfortable on the girls nor boys teams. Gender-neutral athletic opportunities are strongly needed for students to feel included. Also, FLE courses need to include normalization and discussion of LGBTQIA+ individuals to help students feel like they belong. There is both subtle and overt discrimination for LGBTQIA+ students at school. For example, students laugh and make fun of a sign designed to promote positive LGBTQIA+ support. It's isolating when classmates are laughing at who you and your friends are. The VDOE Model Policies would make school safer and more inclusive for me and other LGBTQIA+ students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90584", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90584\nTitle: Support for the VDOE’s guidance on creating inclusive school environments for trans and n\nBody:\nI wanted to comment in support of the VDOE’s guidance on creating inclusive school environments for trans and non-binary students. I direct a church choir in Richmond, and I am grateful to a transgender member of my choir who has taught me much about the struggles of our transgender siblings in Christ. I am in awe of the bravery of trans kids in Virginia's schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90585", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90585\nTitle: transgender bathroom\nBody:\nAs someone who is trans, and once went to the public schools in virginia (i’m graduated now) i highly support the transgender bathroom law that is trying to be passed. most of these comments are bigoted adults , or transphobes themselves who don’t really support their kids, or kids at school. trans kids using their preferred bathroom doesn’t affect anyone in any sort of way. us using the preferred bathroom shouldn’t be a big deal to anyone. we literally just go to the bathroom to go pee, and what have you. we literally bother no one. i used to not go to the bathroom at all during school, and it affected me a lot. take it from someone who is actually trans this is a GOOD idea. don’t listen to trans phobes.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90586", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90586\nTitle: Parents Rights and the True Abusers\nBody:\nCaring parents and other adults who do not support adolescent transition are not abusive as this document calls them. No one who cares about children would encourage a child to embark on a path of irreversible damage to their bodies because that child is experiencing some discomfort with their body. There could be many reasons for that. Why not try to help that child get down to the bottom of why they may be feeling that way? Adopting a new persona (pronouns, names, dress, etc.), hormone therapy, and surgery are all things that can not easily be taken back. Encouraging children to experiment with these things and aiding them in hiding it from their parents is the real child abuse. I strongly oppose these policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90587", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90587\nTitle: good idea for trans bathroom\nBody:\ni support the transgender law trying to be passed, and consider it a good idea. trans kids going to the proffered bathroom doesn’t affect anyone, and trans kids should be able to feel safe in the environment they work in.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90588", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90588\nTitle: Trans bathroom, good idea\nBody:\nUnless you are trans yourself it’s hard to understand the struggles that every day trans kids go through. Trans kids being themselves is NOT a person, nor should be treated such. trans kids using their preferred bathrooms harms no one in any way. it would make trans kids feel more safe at school, and feel like they’re able to use the bathroom that they belong in. they wouldn’t have to prove themselves. no one should have to prove themselves to anyone on why they’re the person that they are. trans people aren’t trans to go against anyone. they’re trans because that’s who they are, and should be able to be who we are without questioning, so this law is a wonderful idea !!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90589", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90589\nTitle: Please stop this cruelty - opposed\nBody:\nI do not approve of these proposed guidelines based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children. This indoctrination flies in the face of science, reason, and faith and is utterly cruel to our students. Please stand up for truth. Now. Before it is too late and more grave damage is done to our children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90590", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90590\nTitle: Opposed - Creates Significant Problems\nBody:\nWe all agree that bullying is not acceptable and that thought is a good one. These proposed guidelines, however well intentioned, are simultaneoisly going against science, going against religious beliefs, setting up students for unnecessary discipline, and creating environments where sexual harassment will flourish. Students can not be expected to ascertain a gender identity if it is constantly changing and is only in a specific student's mind. Furthermore, a school system should encourage scientific studies. Scientifically, a person's gender chromosomes are one thing at birth and remain that thing. It does not change during the course or a week, month, etc.. Furthermore, Scripture and science strongly agree that there are two genders. These policies are going to cause innocent students to be disciplined for no reason, for science to be thrown out the window, and for religion to be ignored. Meanwhile, the allowance of any student to use any locker room and restroom they would like WILL cause instances of sexual harassment and discomfort that are grossly unacceptable. The final result of these policies will likely be a mass exodus out of the VA Public School system. These guidelines, as written, would cause massive problems throughout the state in every county and community.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90591", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90591\nTitle: A Child is Either Only a Female Girl or a Male Boy\nBody:\nIgnoring basic facts is ignorant and dangerous. A child does not have the wrong genitals by accident. It’s impossible. There isn’t anything legitimate about making the truth illegal. Adults entrusted with the care and well being of OTHER people’s children should take it  more seriously as opposed to pretending there is anything sincere about enrolling minors into a socially constructed perverted Cult based on highlighting the differences in the genitals of minors while seeking money to confuse kids about loving themselves as is. What clothes a child wears doesn’t determine male or female. It’s threatening, violating and dishonest to claim there is or ever was some kind of need to accommodate the enabling of state ran child abuse that strips the rights of Parents and Girls that have already been begging for common sense practice while Ignored by those invested that make money to force participation in encouraged self hatred, dangerous drugs that are harmful and genital mutilation. The fact that since 2016 ed Parents in school board meetings have pointed out the obvious hidden agenda nationwide repeatedly and also been ignored just points to how insincere it is to ask for a public poll to beg for sex based rights to safety, privacy and protections to be upheld in an environment of CHILDREN where the practice of forcing voyuerism onto minors is the discussion. Adults don’t even practice and most have no idea what’s being attempted. There are already far too many cases of Parents losing custody to a gross opportunist marketing to a minor that the only way to be happy is to hate themselves and claim a label based on sexual ideas. There wasn’t a physician in Virginia that  used a treatment plan for a child exhibiting confusion about whether they were Male or Female that included dangerous drugs, genital mutilation and forcing everyone else to play along with inaccurate pronouns. NOT 1 I have evidence that supports those facts. Facts like socially constructed confusion forced is blatant evil. I’m not scared to share those facts. I am scared that lawmakers and people of influence turn their backs on society and aim to use children as bait knowingly and don’t care about reality. Selling kids the idea their parents may not know whether their child is male or female couldn’t be more dishonest. God knows the truth so do the Global alliances  that include witnesses to the manufactured self destruction assembly line. Girls privacy isn’t yours to give away. Boys being told their personality determines whether they qualify into manhood should’ve MATTERED DAY 1. The fact that when the truth is pointed out and that includes the ZERO acknowledgement of the already known dangers and harms being ignored and dismissed of value SAYS IT ALL. There is enormous EVIDENCE and still here we are begging for the TRUTH to remain legal while the argument is whether to allow state ran child abuse to get by with holding a persons child hostage and forcing participation in child abuse painted to look pretty with the illusion that practical discretions is somehow discriminatory. You already know what is a Male and Female and so does over 99% of the population while it’s being sold as a mystery and a particular party falsely claims the ownership of those terms.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90592", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90592\nTitle: oppose with gentleness\nBody:\nI will spare all of you the details of my thought process.  However, I feel compelled as a parent (first of all) and taxpayer (secondarily) to oppose what seems to be a misguided effort to confirm basic rights. I do not believe these policies, as written, are aligned with simple logic.  If we were to extrapolate these policies to a natural next step, we are quickly asking policy-makers to establish guidelines where I dare to say that NOBODY (except perhaps the policy-makers themselves) wants to live.  (myriad examples come to mind that I dare not codify in writing...but if you disagree with me, do yourself a favor and let your mind wander to places this sort of policy might inadvertently cause harm or confusion) Establishing basic rights was done in the constitution.  It needed to be clarified a few times in history and we are better for those clarifications.  This 'clarification' oversteps grossly and creates an environment, in my opinion, where we have lost sense of what should be intuitive.  I strongly oppose the proposal as it is written, although do not oppose the heart of the individuals wishing to create a 'safe space'...I acknowledge that language is my own.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90593", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90593\nTitle: Principals & Teachers Need Guidance\nBody:\nI retired after more than 35 years as an educator, and I’m proud to support this guidance. As a high school principal, I always wanted to do everything right for struggling students and it was often a learning process while we reached out for information on how to support them. I know it was tough for students with sexual identity issues to have their role models at school not knowing how to treat them with the full respect they deserve. This guidance would allow all schools to be equipped with the policies and procedures they need to confidently provide a safe and inclusive educational experience for all students, especially our LGBT youth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90594", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90594\nTitle: More consideration\nBody:\nMore consideration to articles and information on children deciding before puberty one way and after puberty another... The space for children needing accommodations for uneasiness will be larger than the amount of students wanting to change their identity. Not to mention,  sexual curiosity will be allowed and children will be bouncing from bathroom to bathroom and locker room to locker room to fulfill those curiosities. If you take the parent out of the conversation you are denying families the growth TOGETHER. People are more tolerant today they are just oblivious.  Every parent has an idea about their children, sure,  but this doesn't mean they will turn their back on their child. They may see it and don't know how to help or navigate and the child FEEL that they will not understand. You can't pick and choose the trauma, worry,  etc. of a child... if you are going to hide this and be the only asset to the child then you need to be available 24/7 to all children going thru something in these formative years. You're an adult at 18, vote at 18... we can address this on a much more smaller scale than disrupting an entire school for this small group of children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90595", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90595\nTitle: Strongly Support\nBody:\nAnything we can do to  help schools create safe and inclusive educational experiences for all students, especially our LGBT youth is important.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90596", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90596\nTitle: Be led by Science and Compassion\nBody:\nI am asking that in making decisions that affect the children of other people, we be led by Science and compassion. Children are either male or female in their DNA. Changes cannot be made prior to adulthood. Therefore, we must protect the rights of all students to feel safe in their own body. We do that with different changing rooms, different restrooms, separating girls and boys during sensitive portions of health education. Please take into consideration the needs of many young children who have been victimized in the past. They must be allowed safe places to change and take care of bathroom needs. We can respond in a compassionate way to confused youth by allowing them separate facilities if necessary but they must not be allowed to choose to violate another child's right to change in an area free from opposite genders. Robbing the innocence of little girls by exposing them to the penis of a young boy who wishes to become a girl is not appropriate. Images are powerful. We can protect all of our children and still be compassionate. Further, I ask that you show respect for the Christian and Muslim members of our community who have deeply held religious beliefs that prevent us from calling a lie the truth. I must not refer to a boy as her, they, it, them. I must not call girls him, non-binary or other things that are not factual. As a follower of Christ and an educator, I must be truthful with my students. To attempt to coerce me to violate my deeply held religious convictions is both illegal and immoral. We can work together to find compromises that show compassion and that respect the differences of all. School should be a safe place for ALL children. Children must not be pawns in a game of adult choices.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90597", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90597\nTitle: this places an undue burden on teachers and restricts parental rights. please do not pass this.\nBody:\nthis places an undue burden on teachers and restricts parental rights. please do not pass this.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90598", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90598\nTitle: Safe Schools\nBody:\nThis teacher wants safe schools for all students- please pass.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90599", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90599\nTitle: Oppose\nBody:\nYou people are going too far.  Anyone with a penis should not be allowed to go into the girls bathroom and vice versa.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90600", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90600\nTitle: Do not deny our shared humanity by adopting this guidance\nBody:\nPart of what it means to be human is to be male or female. This new and misguided guidance, from the definitions and terms it adopts to its insistence on demolishing safe spaces for girls’ athletic competition, denies this and other key features of our humanity. In so doing, the guidance will end up creating misunderstanding, loneliness, and sorrow for students, families, and our Virginia communities. When we deny the very nature of who and what we are, when we institutionalize that denial as this woebegone guidance seeks to do, we teach our children to live not in accord with reality but in bondage to a fragile fantasy that will break them one day. Oppose this guidance. It will hurt so many, just as the denial of humanity always does. This counsel is said in love and friendship for all, especially for those dealing with the confusion wrought by this sort of guidance and gender dysphoria more generally. There are real problems to be settled in this regard. This guidance does not address them, but rather compounds them. Sincerely, A fellow lover in and of Virginia\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90601", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90601\nTitle: Strongly Opposed.\nBody:\nThis will create more problems than it will solve, unless the bathrooms are a one person at a time type.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_90602", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 90602\nTitle: oppose\nBody:\noppose\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92014", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92014\nTitle: Strongly Oppose Transgender policy\nBody:\nI strongly oppose the transgender policy as a parent, as a teacher, and as a woman.  This slippery slope will eventually lead to so much more including biological males competing in athletics as girls against biological females.  This has happened in other states and is already filling up the court system with discrimination cases filed by these biological girls.  I beg you not to pass this policy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92015", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92015\nTitle: strongly oppose!\nBody:\nThis policy is damaging for all children! Let's set simple biology aside- this is a damaging policy for all children. There is no wonder children are in a mental health crisis! How is it that the more control the government and the school system gets, the more screwed up these kids are. Do us all a favor and get out of our children's lives & their schools! You are ruining these poor young souls!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92016", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92016\nTitle: Strongly oppose!!!\nBody:\nI vehemently oppose this policy.  Schools ought to be teaching the facts about biology and not be cradles of social engineering.  This policy would violate the safety and security of a vast majority of students, not to mention confuse most young children, in order to accommodate a tiny minority.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92017", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92017\nTitle: Oppose\nBody:\nI strongly oppose the Policies set forth in the document. Children should not be fed a narrative that sex is just based on \"a cluster of anatomical features\". I hope this never passes anywhere but the internet\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92018", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92018\nTitle: Transgender policy\nBody:\nThe transgender policy does nothing to protect non transgender students from infringement on their rights. The transgender or self determined gender identity student can alter their gender at will as there is no physical expression that confirms or dictates biological conformity. Thus a student can use gender morphism to create a hostile environment for teachers and staff. This policy infringes on religious rights and imposes responsibility of identifying arbitrary sexual identity on persons who have no ability to know what the person has determined to be their gender. It is impossible to enforce equitably and encourages greater distancing of opposing view points.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92019", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92019\nTitle: Gender confusion\nBody:\nStrongly opposed to this.  It should not be taught in the schools!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92020", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92020\nTitle: Strongly opposed\nBody:\nStrongly opposed\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92021", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92021\nTitle: STRONGLY OPPOSE.\nBody:\nThis policy is unsupported by science and an affront to those with religious objections. We need mental health services for Trans, not accommodations.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92022", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92022\nTitle: Trans students are entitled to equal protection under the law\nBody:\nIn no way, shape, or form should public education facilities and staff be provided the tools to successfully discriminate against ANY child within the walls of their school/classroom. All children are entitled to a safe, supportive learning environment where their integrity is maintained and harassment is prohibited. Black or non-black, male, female, binary or non-binary, old or young, poor or otherwise, trans or non-trans-- ALL STUDENTS ARE OUR STUDENTS. As a special education teacher, we do not have a say in which students we educate and which we turn away, which students we provide full access to civil rights and liberties and which we do not. Trans students are not a new subgroup of students; they've existed within our system for decades. It is only now that we are speaking candidly about their presence and placing direct effort into welcoming them into our rooms and schools. Insisting they're not entitled to the same rights and protections, both under FERPA and the US Constitution, is abhorrent and erroneous. If we're going to insist that we label/mark students according to specific demographics, we must still be dedicated to providing equal protection to ALL. If not, we are complicit in actively discriminating against the very students we are called to educate.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92023", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92023\nTitle: I do NOT agree with this policy!\nBody:\nThis new transgender policy is not right! As a minor, parents have full legal rights and guardianship of their children. This means they have a right to know everything that is going on with their child. This is a sick and corrupt policy that will psychologically harm a child in thinking that they cannot have real relationships with their parents. It also fosters gender confusion which is not only unnecessary, but harmful to their mental health. Childre do not have fully developed brains until they are 25 years old. There is absolutely no reason for them to be exploring any kind of sexuality or confused gender identity at this point in their lives. Let them be CHILDREN. They can use the bathroom that their parts match and leave the rest for them to decide/experiment with as an ADULT. If clothing is a problem, make a dress code that all children are to wear pants and polos. You are not only making an unnecessary change in policy  but a COMPLETELY unnecessary distraction for the children. School is to get education and to a smaller extent socialization. There is no need for this complex idiocracy. And it is completely wrong for anyone to encourage hiding things from a child's parents. Especially something so ridiculous. You also don't have the right to implement this policy without the public voting on it. It will be brought to court. We are paying you with OUR tax dollars. Therefore we get to decide on such a policy so completely absurd and not even related to our child's education.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92024", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92024\nTitle: Strongly oppose this guidance.\nBody:\nThis guidance does not take into account and actually endangers the rights of those individuals who are not identifying as transgender. No child should be subject to fear in the classroom, bathroom, locker room for the endorsement of such confusion.  All children require & demand our adult protection, support & guidance, without endangering others. This guidance is of ideological basis and the VDOE has no place commenting or directing guidance on such matters.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92025", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92025\nTitle: Strong opposition to transgender school policies\nBody:\nI strongly oppose transgender public school policies. All students kindergarten through twelfth grade should have to use the gender assigned to them by God at birth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92026", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92026\nTitle: Strongly Oppose\nBody:\nPlease do not adopt this policy nor push it on our schools. I agree with you that every single child—including and especially those struggling with sexual confusion—should be protected from harm and harassment. There is no question of that. And Virginia has a good anti-bullying law. But this new, proposed policy goes way beyond prevention and crosses the line into mandatory promotion of politicized, sexualized ideology. Considering that scientific studies and medical experts make clear the majority of children outgrow gender confusion by the time they reach adolescence—it’s, at best, irresponsible to push involuntary promotion of gender confusion in a public education setting—and, at worst, actually damaging to kids who are still developing. Furthermore, these new policies are not equitable or supporting family life in any way. This policy opens the door to defining Christian, Bible believing parents—or others of faith—who aren’t deemed to fully embrace or comply with transgender politics as “abusers.” For instance, it states that in situations “when their families are not affirming,” the school should “be prepared to support the safety and welfare of transgender students” and then encourages schools to report abuse concerns to Child Protective Services immediately. This begs the question, exactly how will “affirming” be defined and who will define it? I completely oppose this policy and do not want it forced on Virginia schools. Tracy\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92027", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92027\nTitle: Parental Right to Teach the Truth\nBody:\nThe Good Lord created us all male and female. The proposed VDOE policy does not allow parents that believe this truth to raise their children in that truth. How dare you even attempt to usurp a parent's right to live out their faith, and pass it along to their children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92028", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92028\nTitle: Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nBody:\nPlease oppose this. It is the parent's and child's right to oppose this and not be indoctrinated.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92029", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92029\nTitle: Department of education\nBody:\nI strongly oppose this. It saddens me greatly. II Chronicles 7:14\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92030", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92030\nTitle: You are born anatomically male or female\nBody:\nYou are born anatomically male or female.  You are born without a lot of knowledge.  As you grow, parents are responsible for teaching you right and wrong, truth and false.  Gender confusion is a discussion for the parents to lovingly correct.  Gender confusion erodes and corrupts society. Society is supposed to assist the parents through a moral example but not to supplant them.  Our society and government has grown to believe that they know better and have the power to overthrow the parents will.  Unhealth extremist elements of our society have been given too much grace from normal society and their ideas are overwhelming moral perspective.  Their ideas do not improve society.  As their ideas fail, they only claim more education and more money will make it better but it has not made it better over decades of trying. PLEASE DO NOT APPROVE A POLICY OF GENDER CONFUSION.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92031", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92031\nTitle: Strongly Opposed\nBody:\nit is heartbreaking that our government, our state, our school systems would even consider this!! It’s sickening to think of what children will see and go through if school systems adopt this. Many will choose private schools.  It’s lack of common sense, which seems to be poplar these days. I pray dearly for those who support this, God is coming and pray that you are saved and ready.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92032", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92032\nTitle: new transgender policy\nBody:\nstrongly oppose\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92033", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92033\nTitle: strongly oppose\nBody:\nstrongly oppose\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92034", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92034\nTitle: I oppose transgender agenda & policies being forced on our children by the government\nBody:\nPlease do not allow transgender agenda and policies to be forced upon our children at school.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92035", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92035\nTitle: I support efforts to help this vulnerable population\nBody:\nI am a parent of two children in Fairfax County, VA (3rd and 4th grade) and I support efforts to provide resources, assistance and guidance to Virginia schools with regard to the treatment of transgender students. I personal know two families with transgender elementary school-aged children - one a friend and one a family member. In addition, I know several people with pre-teen and teenaged children whose gender identify is fluid. These are all loving families and wonderful children who deserve to feel comfortable and safe in their educational environment. As a parent, I can attest to the difficulty of raising a child. I do not want to see my children struggle, or be hurt or embarrassed, or not know how to fit it, although I recognize that all of those things will happen at some point in a child's life, probably many, many times. Most of us - children, as well as adults - just want to be accepted by our peers, and when there are circumstances that seem to set us apart from others, it can be difficult to cope. These circumstances can be anything, such race, gender/gender identity, and socioeconomic background, or even things such as recent test scores or the kinds of shoes you wear. These differences will always exist. It is up to the adults in these children's lives to provide an environment that minimizes the impact of these differences and to demonstrate that it's ok to be different. As you consider the comments related to this guidance document, I ask that you particularly consider the comments of people who have personal experience with transgender children. This is not a religious issue, nor a parenting issue, as others have argued. This is about providing guidelines to ensure that children in our state can receive an education in a safe and welcoming environment.  Thank you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92036", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92036\nTitle: Transgender polic y\nBody:\nStrongly oppose this policy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92037", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92037\nTitle: Strongly oppose transgender policy\nBody:\nStrongly oppose this policy\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92038", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92038\nTitle: Transgender Policy Proposal for schools\nBody:\nGenerally, I am opposed to this policy as written.  The first amendment to the constitution, freedom of speech, is not protected for anyone who does not adhere to this policy.  Parents can be reported to authorities who then can remove their child from them without them knowing what is going on until it happens.  They can be prosecuted for being a parent who cares deeply about the development of their offspring.  Allowing students of any gender into restrooms, locker rooms, and showers will be a disaster for innocent students, especially girls.  Why is their right to privacy becoming secondary and unimportant?  What if a pretender boy uses this policy to gain access for sexual exploitation?  What about a transgender girl who wishes to be on a boys swim team wearing the same attire as the boys, topless?  This policy sets up the likelihood of multiple lawsuits stemming from abuse.  Worst of all, it will mentally damage developing young people, perhaps for life. Teachers have enough to deal with just doing the job of teaching without this extra heavy handed regulation.  No wonder it is difficult keeping good teachers.  This rule will only lead to fewer applicants.  Too much to keep up with when you can make more money and better benefits elsewhere. I understand there is a need to protect gender confused students from bullying, etc. but this policy is way beyond the need.  It takes away rights of everyone else while creating additional hostility toward the proposed protected class. Reword it PLEASE!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92039", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92039\nTitle: I lost someone I love to transgenderism\nBody:\nI am grieving the loss of my dear family member to the transgender movement.  I love her very much, but this new person wants nothing to do with me and I don't know her anymore. Watching someone hurt themselves physically and emotionally is the worst thing I've ever experienced.  And I'm supposed to affirm it?  No way. The pain is real, and I wouldn't wish it on anyone.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92040", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92040\nTitle: oppose forcing students and people to embrace transgenderism\nBody:\nWhile we live in a country that allows us wonderful freedoms of free speech and the exercise of religion, I oppose forcing the overwhelming majority of people to embrace the ideology that tells us it is o.k. for us to contradict our God-given biological sex.  To do so not only contradicts nature, morality, and the conscience of the majority, but it also will cause mass confusion on many levels of society and our educational programs.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92041", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92041\nTitle: Kids should not be allowed to make this decision prior to being an Adult\nBody:\nThis is wrong that we have to deal with grown adults allowing children to make this decision so early.  Once your an adult you have choices to make but pushing our kids in this direction when other parents are trying to teach their kids the \"Word of God\" is wrong.  Let schools be a place of learning and let your gender be what God made you until you are a full adult and decide on your own.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92042", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92042\nTitle: Codifying protection for transgender and non-binary students in Virginia Public Schools\nBody:\nI speak in support of strong policies to protect transgender and non-binary students in Virginia Public schools as described in House Bill 145 and Senate Bill 161.  I think it is vital to stand up to hateful anti-trans opposition to such policies from individuals who wish to deny any individuals from getting the most out of their right to education in Virginia Public Schools because of their race, religion, sexual identity, or other protected categories.  Public schools are a venue where we all have to show much more tolerance for the richness and diversity of everyone in our society.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92043", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92043\nTitle: Biology not Identity\nBody:\nPlease protect our biological girl's right to privacy, scholarships, and sports.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92044", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92044\nTitle: NO\nBody:\nThis stuff should not be taught in school! If a parent wants their children to be taught this then it should be done at HOME!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92045", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92045\nTitle: Strongly Oppose\nBody:\nI strongly oppose these transgender policies. There is not regulation for a student misusing them. I am absolutely against bullying but you cannot put parents relationships with their children in this position. Parents are meant to be the guiding force, if a child is in a bad position the state may intervene, but these policies are confusing and absolutely set the state up for law suits.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92046", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92046\nTitle: I support the guidance\nBody:\nI have lived in Fairfax County for 14 years and my sons went to Fairfax County Public Schools. My sons had straight, gay, lesbian, bisexual, and trans friends. Having these friends helped my sons become decent, tolerant, and compassionate adults. During high school, some of my sons' friends were subjected to verbal hazing and other forms of bullying, which school personnel should actively work against. Kids are kids. They all deserve a safe space in which to grow up and obtain an education. Their sexuality is nobody's business but their own.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92047", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92047\nTitle: Oppose\nBody:\nEqual rights is one thing. Ignoring rights of one group over another is a different thing. Perhaps convert some of the male/female bathrooms to UniRooms so there can be an option.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92048", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92048\nTitle: Strongly oppose transgenderism\nBody:\nI strongly oppose transgenderism!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92049", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92049\nTitle: Transgender agenda\nBody:\nI am against the teaching and promoting of transgender program. I feel that it is best suited for the parents to deal with their children and not the public school. It seems the government is trying to destroy the home and take away parental authority. My wife and I have 6 children and 20 grandchildren so we have a vested interest in the education of those who have come after us.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92050", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92050\nTitle: OPPOSE TRANS Bathrooms - BIOLOGICAL GENDER\nBody:\nIt is beyond ridiculous that disregarding biological gender in public bathrooms & sports is even on the table.  Only those who are ignorant of sexual abuse or who accept sexual abuse and pedophilia as \"sexual expression\" support such evil and insane policies. And yes, God is watching.  NOTHING escapes Him.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92051", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92051\nTitle: Strongly oppose\nBody:\nStrongly oppose! I don't need the government or school system making decisions for MY child. Worry about children that are actually abused at home. This is completely ridiculous!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92052", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92052\nTitle: Support HB 145 SB 161\nBody:\nAs a professional caregiver and daughter of retired public school teacher I completely expect Virginia’s legislators to do what is best for any student before caving to bigotry and fear-fueled mobs. Our schools should all provide true healthy environments to learn in. You cannot learn if you are in fear or under stress. Adolescence and puberty are especially hard enough without inequality and discrimination that many students contend with in one way or another. Please support the legislation that supports all students to learn in a supportive environment that allows them to thrive. Thank You for reading!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92053", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92053\nTitle: I've been a teacher locally for over two decades and see the need for the proposed guidance, YES!\nBody:\nI've been a teacher for 23 years, In Albemarle County and Cville and I'm proud to support this guidance. Most of my colleagues haven't dealt with a transgender student and appreciate the guidance proposed. We want to do everything right for them, but it is a learning process while we reached out for information on how to support them. It is tough for all trans students to have their role models at school not knowing how to treat them with the full respect they deserve. This guidance would allow all schools to be equipped with the policies and procedures they need to confidently provide a safe and inclusive educational experience for all students, especially our LGBT youth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92054", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92054\nTitle: STRONG SUPPORT\nBody:\nThis proposal is so important for preserving the mental and physical health of trans and gender nonconforming children. These measures will help prevent them from experiencing further gender dysphoria and causing them distress. Following these guidelines will create a more welcoming, supportive, and healthy environment for students that will lay the foundation for their futures, and the futures of our nation. Thank you for this important work!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92055", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92055\nTitle: Support\nBody:\nAs a teacher and tutor, I have experience working with trans kids and am familiar with their struggles and successes when dealing with school admin who are not always understanding and/or knowledgeable about how to best support trans students. I support this guidance because I want all kids to be in a school environment that is safe and welcoming.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92056", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92056\nTitle: Strongly object\nBody:\nI am categorically opposed to model policies on transgenderism within the public school system that remove parental rights from their children, particularly in regard to health and safety issues. It is unconscionable that policies are being considered that would allow the school to hide health and safety issues regarding transgenderism from the parents. It is equally unconscionable that, in a country founded on free speech, we are considering forced speech. If this policy is enacted, students and faculty will be told, \"You will speak in a prescribed manner, or you will be punished.\" Use whatever wonky pronoun a kid demands you use, or else! Equally unconscionable is stripping female athletes of the opportunity of competing on an equal playing field while simultaneously setting them up for career ending injuries as they make contact with boys who are competing as women. There is no escaping the scientific fact that human beings born as boys have greater muscle and bone strength than women, and will win against women in competition 90% or more of the time.  All the gains made under Title IX to open up sports for women are being erased by allowing men to compete as women. I also believe it is a form of child abuse to encourage young people in transitioning. According to the American Academy of Pediatrics , and a similar society of psychologists and psychiatrists, most of these confused young people have treatable psychological issues and need counseling, not hormones and therapy. It is immoral to encourage transgenderism in children of such a tender age, while telling the parents that they have not say in the matter.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92057", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92057\nTitle: Oppose -  psychological grounds\nBody:\nI oppose this policy for several psychological reasons. Since gender is considered fluid and subjective then identifying children as \"transgender\" is damaging seeing as they could decide later that they are not. The subject of \"transgender\" is fluid and by the very definition of the word \"fluid\" it is not permanent, labels are. These children will have to carry that label with them and it does damage them psychologically. Not notifying parents of something this important to their child's life is not only detrimental to the child who will feel like they are leading double lives, but also drives a wedge between the child and their parents.  This creates a breakdown in the family unit which will harm the child.  Causing this type of psychological torture is not what the Board of Education is supposed to be doing. Those who are not \"transgender\" have to comply with a vocabulary that is unsustainable.  Making  children use many forms of gender pronouns for, quite possibly the same person, is confusing and detrimental to all of the children including \"transgender\".  It is a form of verbal bullying, which we know to have profound psychological effects on children. The entire idea of even applying \"transgender\" to a child is damaging as we all know that the complete psyche of a person is not set until the early twenties.  So labeling, separating, or otherwise identifying children as \"transgender\", this includes restroom facilities, not only damages the \"transgender\" child, but also the non-\"transgender\" children. This is a dangerous, and harmful policy due to it's wide range of psychological tortures to the children.  This policy is not under the rubric of the Board of Education. It is a family issue not the State.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92058", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92058\nTitle: Support\nBody:\nAs a teacher in the state of Virginia, I know how important is to show all students that they are valued, supported, and loved. These guidelines do just that for our Transgender students, who are among the most vulnerable in the student population.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92059", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92059\nTitle: Transgender Policies\nBody:\nBegin typing to enter your comments. You are limited to approximately 3000I do not approve of the VDOE purposed draft of the Transgender Policies.  These purposed guidelines are based on radical theories that remove the distinction between male and female.  This is a radical indoctrination of our school children. As a public school teacher for 39 years, I do not believe that VDOE should draft or approve Standards that are contrary to parental rights of supervision and family values.  We should not become a socialistic state where government overrides parental and family guidelines. Bullying is never acceptable, but placing birth gender children in situations where they are uncomfortable, such as bathrooms and locker rooms,  will cause more anger and resentment among peers. Children who identify with their birth gender are being abused and threatened by these standards. If a teacher has to second guess the appropriate gender and pronoun on a daily basis, it puts added stress on the educator and does not contribute to the  educational process and purpose of a child’s education in our schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92060", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92060\nTitle: Transgender Policies\nBody:\nBegin typing to enter your comments. You are limited to approximately 3000I do not approve of the VDOE purposed draft of the Transgender Policies.  These purposed guidelines are based on radical theories that remove the distinction between male and female.  This is a radical indoctrination of our school children. As a public school teacher for 39 years, I do not believe that VDOE should draft or approve Standards that are contrary to parental rights of supervision and family values.  We should not become a socialistic state where government overrides parental and family guidelines. Bullying is never acceptable, but placing birth gender children in situations where they are uncomfortable, such as bathrooms and locker rooms,  will cause more anger and resentment among peers. Children who identify with their birth gender are being abused and threatened by these standards. If a teacher has to second guess the appropriate gender and pronoun on a daily basis, it puts added stress on the educator and does not contribute to the  educational process and purpose of a child’s education in our schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92062", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92062\nTitle: Transgender Proposal for K-12\nBody:\nOf course,we all agree that every single child should be protected physically and emotionally in schools- free from bullying, harassment and discrimination. In a perfect world I might add . After reading the proposal all of this is very familiar in regard to politicizing sexualized ideology; just like the Family life Education “mandate”when teachers were given a “choice”to about teaching it. If there was “disagreement” well you just had to go along to get along. Disagreeing with policy proposals does not mean one will discriminate the children in the classroom.Parental Rights have been eroding ever since Family Life Education and embracing these Transgender Policy proposals will only further erode them.These proposals not only essentially mandate promotion of gender confusion, but also create an atmosphere of discrimination toward those students and or teachers and or parents who disagree with them. Yes ,it will definitely be opening a Pandora’s box. All the children will be equally harmed by this confusion in the classroom. Who will benefit by it- oh yeah the 15 new lawyers hired by the AG and Del Marcus Simon who threatens to come after the Christians. Cha-ching Cha-Ching $$$$ Dont buy into this hidden agenda folks-\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92063", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92063\nTitle: STRONGLY SUPPORT\nBody:\nStrongly support all of this. People need to stop getting upset by how others live their lives and stop ignoring reality. \"Shielding\" children from the reality of transgender individuals only hurts everyone in the long run. Educate yourselves, think beyond your biases, accept it, move on, and enjoy life.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92064", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92064\nTitle: STRONGLY SUPPORT!!!\nBody:\nAs a lesbian mother of two teenagers, I'm fully in support and very appreciative of this proposed policies document for Virginia schools. LGBTQ students should feel safe and respected wherever they are, but especially in schools. And all students should know they have a responsibility to be welcoming, kind and supportive of everyone. We cannot have peaceful communities without everyone feeling safe and responsible for each other. Thank you for writing this document and providing the public an opportunity to comment. Sincerely, Paula Prettyman\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92065", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92065\nTitle: Support for inclusive school environments for trans and non-binary students\nBody:\nI am fully in support of the VDOE’s guidance on creating inclusive school environments for trans and non-binary students.  When my two children were in Fairfax County schools they and many of their friends suffered from harassment based on their gender identity not fitting what some considered \"normal\".  As a person of faith I am committed to working towards a society where all people are accepted as they are, as God made them. Please do all you can to make sure that all students in Virginia schools have a safe and welcoming environment where they can devote themselves to learning without fear.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92066", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92066\nTitle: Gender isn't a choice\nBody:\nGender is based on biology. You either had XX chromosomes, meaning you are female, or XY chromosomes, meaning you are male. It is fact, not a choice\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92067", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92067\nTitle: Support\nBody:\nI strongly support guidance. I have been a volunteer with Fairfax LGBTQ Youth group, and have worked with many transgender youth. Trans youth need our support and the support of their schools. Second to parental support, school support is the second most important factor in mitigating the high suicide rate of transgender youth. Every child, no matter their sex, gender, sexuality, expression, or identity, deserves a safe and supportive place to learn. As a person of faith, it is important to me that Virginia support the inherent worth and dignity of all of our young people.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92068", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92068\nTitle: STRONGLY SUPPORT\nBody:\nThis is a simple matter of fairness and recognition of individual differences.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92069", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92069\nTitle: Strongly oppose. Confusion vs wisdom\nBody:\nPlease help the kids who are in confusion! Adults should help steer their kids into REALITY (\"no, you can't jump off the balcony because in REALITY, you aren't superman\").  Adults who think they are helping by encouraging this stuff have a sad day coming.  And so do the poor kids who are introduced to this madness. This isn't a game of pretend.  God have mercy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92070", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92070\nTitle: Strongly recommend\nBody:\nAs a mother and a retired teacher, I support the guidance. This document helps provide direction for how transgender issues can be addressed in a way that is safe and supportive for all. Please give the kids what they need, love and understanding.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92071", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92071\nTitle: transgender policies\nBody:\nI do not agree with the \"model policies\" or proposed guidelines regarding transgender students that are being looked into by the department of education. You state that you are trying to enhance education instead of getting distracted from it, however these guidelines aren't working towards that at all. At some point, the education department needs to step back and see what is happening to the school system. You are implementing so many rules and regulation & standards for personal development that the education is gone. I work with recently graduated individuals that can't count back money, help elderly people write checks or even properly count a till at the end of the day. These are things that ARE NOT BEING TAUGHT. It has nothing to do with how they see themselves. What are you going to do when a straight male who is a potential danger to society (because lets face it they will be out there) walks into the girls locker room claiming to be recognizing himself as a girl that day and rapes an innocent female student. Well you won't really be able to take that back will you? If you are so concerned about the transgender community then give them their own locker room and bathroom. Stop making 75% of your students uncomfortable to please the other 25% ( my own made up numbers for sure ) This has become more than it needs to be, transgender people do not need policies and resistance and more trouble and arguments.  I am more concerned about the doors that you are opening for pedophiles than the opportunities you are opening for transgenders.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92072", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92072\nTitle: Transgender policy changes to K 12 teaching\nBody:\nI am totally and vehemently Opposed to the proposed changes K through 12  on transgender Policy.  Male students allowed into the female students Restrooms  is only one example Of possible situations that are ripe for abuse. I hope this department of education of Virginia will consider the safety of our female students and possible harm that might come to them. Also the VDE Should consider lawsuits that might result for them Should harm come to female students.Parental authority and input is totally overridden by these changes also -they need to be scrapped!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92073", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92073\nTitle: STRONGLY SUPPORT\nBody:\nI strongly support this guidance because I want my non-binary and trans friends to feel comfortable and safe in their school environment.  Kids have to feel safe to be able to concentrate on their work. Whitney, age 12\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92074", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92074\nTitle: Transgender studies\nBody:\nStrongly Disagree this needs to be taught in a school setting to our kids. It’s difficult for grown adults to understand much less a child.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92075", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92075\nTitle: Strongly AGAINST\nBody:\nThis entire proposal is absolutely disgusting. You are without a doubt, creating a completely hostile environment for children. DISGUSTING!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92076", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92076\nTitle: K through 12 transgender policy proposals -vehemently oppose!\nBody:\nThese changes ignore parental authority and input into their child’s Well being and puts  it entirely in the hands of the schools. That’s just one of the problems with this -Not to mention all the problems that could surface with the girls restrooms  being permitted to be entered by males. This plan as proposed needs to be totally scrapped!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92077", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92077\nTitle: HB 145 and SB 161\nBody:\nI strongly support VDOE's Model Policies for the Treatment of Transgender Students in Virginia Public Schools. It provides expertise and guidance to school boards in preparing their policies, and providing a more uniform approach statewide. It is beneficial to the administrators, teachers, and all students, regardless of their sexual orientation. Attending school is much more than academics. It is an opportunity to grow and learn about yourself and others. All children should have that opportunity to grow and shine without fear of what others may say or do. These Model Policies enhance those opportunities.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92078", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92078\nTitle: This Legislation Should not be Appoved\nBody:\nI do not believe that this proposed legislation actually helps any if our youth. I feel that to force this small minority proposal on the overall population of our children is irresponsible given the ongoing data related to high rates of suicide among people who believe that they are transgender. I do not believe that we really understand the consequences of these policies and should not take such broad societal change with potentially tragic consequences based on the “feelings” of a vocal minority. I also strongly believe that these policies are harmful to the healthy development of non transgender children and provide a clear safety risk to the all children whether trans or otherwise. Physically mixing minors in bathroom, locker room, and sleeping accommodations is abuse, and has been clearly seem as inappropriate for the vast population throughout history with clear examples of the terrible outcomes of ignoring this reality. Finally the presumption that the administrative state knows better than parents and has any power, obligation, or right to interact with children in any environment without the full knowledge and consent of parents is absolutely unacceptable. This is a fundamental violation of basic rights and has no basis in law. Public servants and politicians that have so fundamentally lost sight of their authority and roles in our society to even propose this are in violation of their oaths of office, or the professional standards of their job, and certainly the basic American values that our society is based.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92079", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92079\nTitle: Proposed transgender guidelines\nBody:\nWe are retired Virginia Public School educators and grandparents to seven current public school students spanning grades 1-10. We adamantly oppose these proposals.  They undermine parental authority and threaten the wellbeing of children.  They should NOT be implemented across the Commonwealth of Virginia!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92080", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92080\nTitle: STRONGLY SUPPORT!\nBody:\nI STRONGLY SUPPORT the VDOE's guidance. Trans, non-binary, and all LGBTQ+ students have the right to protections in every educational setting.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92081", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92081\nTitle: In support of our LBGTQ+ students\nBody:\nAs both a parent and an educator, I support protections for LGBTQ+ students in our schools, to allow them to present their authentic selves without fear of discrimination or harassment.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92082", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92082\nTitle: Defend Common Sense\nBody:\nOur children should not be pawns to be manipulated for the sake of activists who stifle the voices of anyone who disagrees.  Policies should reflect the fact that males and females are different yet they can be treated equally without sharing locker rooms, bathrooms or athletics.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92084", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92084\nTitle: The Collective Responsibility of Liberty\nBody:\nThe God given liberty America enjoys comes with a collective responsibility to do what is right and leave a legacy of the core values our nation was built on. Putting our children and youth at risk is not one of them. Adding to the confusion and deep issues the younger generation is dealing with by trying to enforce laws that have no merit just to score political brownie points is what should be removed from this conversation as we truly search our hearts and conscience to know if pursuing against what nature has instituted is the right and wise thing to do at any point in time. Laws that are for the good of all and for the younger generation should be what should be pursued. We can do better than this!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92085", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92085\nTitle: Let's not be so extreme.\nBody:\nChildren, because that's who we are talking about, are curious by nature. I would hate for this to get out of hand.. as worded now, there will be times when these rules will be taken advantage of. Children are Children and their parents SHOULD know what is going on at school! Stop trying to push more confusing things onto our children..\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92086", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92086\nTitle: Respect is a minimum, strongly support\nBody:\nRespecting each student for who they are is a minimum. Using a student's pronouns and not outing them to the whole school does not disrespect or effect other students. Having a dress code that isn't sexist does not disrespect other students. Creating a more inclusive learning environment is beneficial to all students and saves lives, which from my understanding would make this a pro-life policy. This policy does not change a school's curriculum to require any further education in regards to transgenderism.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92087", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92087\nTitle: Transgender proposal in our schools\nBody:\nTransgender is wrong besides being stupid.  The President's effort to make Transgender same as Male and Female is terribly foolish.  He should be stopped and it should never become allowed in our Schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92089", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92089\nTitle: Fair and reasonable\nBody:\nI support the model guidelines.  I've read them.  They seem fair and reasonable.   The approach of respectfully accepting our differences could have made my own school experience in Virginia as a gay kid, much better.  I was struck by the observation that transgender kids often feel disconnected from their school.  That was certainly my experience as a gay kid 50 years ago.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92090", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92090\nTitle: Proposed policy goes way beyond prevention\nBody:\nDear Virginia Department of Education, I’m writing today to OPPOSE the “ Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools”. Every single child—including and especially those struggling with sexual confusion—should be protected from harm and harassment. There is no question of that. And Virginia already has a good anti-bullying law. But this new, proposed policy goes way beyond prevention and crosses the line into mandatory promotion of politicized, sexualized ideology. Below are ten reasons why this should not be adopted: Failure to use a student’s new “preferred pronouns” – which can change from day to day and even defy basic rules of grammar (“ze/hir/hirs”, “they/them/their”) – would be “harassment” and “discrimination”, for which both faculty and students would be subject to disciplinary action. “For transgender students, acts of verbal harassment may include the intentional and persistent use of names and pronouns not consistent with their identity.” (Recommended Standard, p.10) “A school administrator may need to direct school staff to abide by the wishes of a student on their asserted name and pronoun. A school employee’s intentional and persistent refusal to respect a student’s asserted name and pronoun is considered discriminatory.” (Recommended Standard, p.12) “Complaints alleging discrimination, harassment, or bullying based on a student’s actual or perceived transgender status shall be handled in the same manner as other discrimination or harassment complaints.” (Draft Policy, p.10) Schools will be permitted to help a student explore, facilitate and make decisions regarding their gender expression of sexual identity while at school, without a parent even knowing. “School divisions will need to consider the health and safety of the student in situations where students may not want their parents to know about their transgender status … There are no regulations requiring school staff to notify a parent or guardian of a student’s request to affirm their gender identity...” (Recommended Standard, p.12) The definition of “Gender identity” is completely subjective to each person claiming it, hence it cannot possibly be known by anyone except that person. Since it cannot be tested or ascertained by any objective method, nothing could prevent any student from constantly “changing” their “gender identity” to exploit many situations. “Gender Identity: A person’s internal sense of their own identity as a boy/man, girl/woman, something in between, or outside the male/female binary. Gender identity is an innate part of a person’s identity and can be the same or different from the sex assigned at birth.” (Definitions, p.6) Parents who encourage their children to embrace their God-given sex would be at risk of being reported for child abuse or neglect by the school. “School staff should be prepared to support the safety and welfare of transgender students when their families are not affirming. … Whenever school personnel suspects or becomes aware that a student is being abused, neglected, or at risk of abuse or neglect by their parent due to their transgender identity, they should report those concerns to Child Protective Services immediately.” (Recommended Standard, p.13) Students will be allowed to claim to be either a biological male or female (or both, neither, or something else entirely) for any duration of time, without providing any evidence to a teacher or administrator, making it impossible for teachers to comply with these policies. “A student is considered transgender if, at school, the student consistently asserts a gender identity different from the sex assigned at birth… it does not necessarily require any substantiating evidence nor any required minimum duration of expressed gender identity ...” (Recommended Standard, p.12) “Schools shall allow students to assert a name and gender pronouns that reflect their gender identity without any substantiating evidence.” (Draft Policy, p.13) Schools would be prohibited from notifying parents if a biological male is using the same changing facility as their daughter that was designated for girls. “In addition to adhering to all legal standards of confidentiality, school personnel shall treat information relating to a student’s transgender status as being particularly sensitive, shall not disclose it to other students and parents, and shall only disclose to other school personnel with a legitimate educational interest.” (Draft Policy, p.12) All students will be allowed to use any bathroom or locker room they choose, without being questioned by any school administrator or faculty, eliminating privacy and safety of students in states of undress. “Access to facilities such as restrooms and locker rooms that correspond to a student’s gender identity shall be available to all students.” (Draft Policy, p.18) “School staff should not confront students about their gender identity upon entry into the restroom.” (Recommended Standard, p.18) The requirements for schools to maintain gender-neutral dress code standards will cause disruptions and distractions, permitting boys to wear skirts and girls to go topless in activities where boys can – such as swimming activities or teams. “Students have a right to dress in a manner consistent with their gender identity or gender expression. Schools shall administer and enforce dress and grooming codes consistently across the student body, regardless of actual or perceived gender identity or gender expression. Requirements for attire for school-related programs, activities, and events shall be gender-neutral.” (Draft Policy, p.16) Parents will not be notified that their child is being interrogated by school officials for allegedly violating these policies, or have the opportunity to intervene on their child’s behalf, UNLESS the complaints are not resolved “at the school level.” “Any incident or complaint of discrimination, harassment, or bullying shall be given prompt attent... [truncated]\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92091", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92091\nTitle: Support\nBody:\nI support this policy for the respectful treatment of transgender students. The proposed policies (using proper pronouns, prohibiting bullying and harassment based on gender identity, respecting student privacy and confidentiality, and allowing students freedom of gender expression in their attire/restrooms) not only help protect trans students, but also showcase standards of respectful behavior to all students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92092", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92092\nTitle: STRONGLY OPPOSE!!\nBody:\nI strongly oppose this indoctrination of our students!! Students need to spend time learning things that will help them in life, not waste time trying to figure out what pronouns they are supposed to be using each day around other kids! A simple mistake in forgetting what gender another student happens to want to go by can cause the speaker to get in trouble. How is that not abuse for the child who inadvertently uses the wrong name/pronoun? Comments have been made that the transgender students need to feel \"welcome.\" I agree that bullying should never be an answer, however, they should not be allowed to enter into the bathrooms/shower rooms, etc. of the opposite sex just because of this. What about the girls who won't drink enough during the day hoping to avoid the bathroom because THEY are uncomfortable because a \"boy\" is in their bathroom? What about the potential for some boys to take advantage of this policy to \"prey\" on girls? Where is the safety for our girls? People are getting so over concerned about transgender people, that they are willing to stop all over the majority of us who want our privacy in areas where we should be able to have it!! The school did not \"bring the children into the world,\" parents did; why does the school system get to indoctrinate our kids? Please say NO to this dangerous policy and stick to teaching reading, math, science...\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92093", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92093\nTitle: Transgender proposal in our schools\nBody:\nI STRONGLY disagree with this proposal.  All children should be protected from bullying!  It doesn't matter who they are.  Transgenders should not have more rights than any other child.  The major issue I have are the boys that classify themselves as girls will be allowed to go into the locker room with other girls and participate in female sports even though they have the genetics of a male!! Therefore they will be stronger and be able to beat most girls in the average sport. This is setting our girls up for failure! Please STOP this nonsense!  This is happening in our Olympics today!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92094", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92094\nTitle: if you allow your child to be taught these things there blood will be on your hands REPENT!!!!!\nBody:\nIF YOU ALLOW YOUR CHILD TO BE TAUGHT THESE THINGS , THEIR BLOOD WILL BE ON YOUR HANDS. A NATION THAT REJECTS GOD WILL NOT PROSPER. WE ARE MADE IN THE IMAGE OF GOD , SATAN LOVES DESTROYING THE IMAGE OF GOD. SATAN KNOWS HIS DESTINY , AND WOULD LOVE TO DRAG YOU DOWN WITH HIM FOR ETERNITY. WHEN WE AS ADULTS WERE CHILDREN WE DIDNT HAVE A GOVERNMENT AS SLIMY ,GODLESS AND CORRUPT AS WE DO  NOW. DEAR JESUS COME QUICKLY , IF YOU DONT KNOW JESUS  AS YOUR SAVIOR PLEASE COME TO HIM BEFORE IT IS TO LATE. REPENT !!!!! STEVE SHANK WEYERS CAVE VA\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92095", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92095\nTitle: Strongly Support\nBody:\nAs a mom living in Fairfax County, I think it is very important for schools and administrators have high quality guidance on how to best assist and understand trans children. I support this guidance because I want all kids in Virginia to be in a school environment that is safe and welcoming.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92096", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92096\nTitle: Transgender.  Strongly OPPOSED\nBody:\nThe schools or the state or any government agency does NOT have the right to force feed a minority of students actions, beliefs onto the majority.  I am strictly OPPOSED to these actions.  Stop bullying YES, no one deserves this, but to force kids who may not understand to follow your absurd actions is wrong and then to threaten to have them removed from their homes is insane.  You have managed to remove God, the pledge, holidays and now this. NO!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92097", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92097\nTitle: Strongly Support\nBody:\nThank you for leading the way to a healthier environment for all students. The policies proposed harm no cis-gender students and are justified by research to lessen the harm and mental health issues faced by gender non-conforming and transgender individuals.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92098", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92098\nTitle: I stand with Transgender Youth\nBody:\nThis is needed and necessary progress toward respecting the rights of all children, regardless of their gender identity. Research shows that trans children have extremely high rates, not just of suicidal ideation, but of suicide attempts. They also suffer from high rates of discrimination, bullying, violence, of being thrown out of their homes, of homelessness, depression. We must support these children. Love them, accept them. Acknowledge the scientific reality of gender identity, of gender dysmorphia, of the social construct that is gender. Please adopt this policy. Thank you, Maria Stein (she/her/hers)\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92099", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92099\nTitle: Ill-advised.\nBody:\nRules and policies, serve to promote and protect the values and standards we ascribe to, but what happens when there is a conflict of values? I do not believe this proposition positions our children for what is in their best interest. We know that children undergo critical developmental stages, that overlap with their educational journey. This is why we have educational programs that promote awareness toward issues that can adversely affect our children’s safety and lives. The very fact that we identify the topic as “gender confusion” speaks to the reality that there are different genders, and that each has defining characteristics. Children are not afforded the right to legally access alcohol, tobacco, pornography, firearms, and other items that can undeniably cause them harm in their limited development. If we truly believe that a child has the ability to determine at a young age, a rational need to associate as a different gender, or CHANGE genders (which implies being something different, from what you are currently), then we should have a bunch of firemen, soldiers, princesses, and doctors running around. Yet, everyone is aware that overtime we continuously change our minds.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92100", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92100\nTitle: Strongly support as a conservative position!\nBody:\nFirst, I believe that support for diversity, equity, and the rights of all individuals to be left alone to be who they are is a strongly conservative stance.  Whether it's Rand Paul writing \"I stood for ten and a half hours on the Senate floor to defend your right to be left alone,\" or Grover Norquist writing \"the center right coalition in American politics ...the issue that brings them to politics what they want from the government is to be left alone.\" That's all our kids are asking for - the right to be left alone, to live as who they truly are. Failure to enact this guidance, or worse railing against it, is contrary to everything that conservatism claims to be. Let's leave our kids alone to become who they are. They're already confused by why their old-folks parents would have a problem with them using the bathroom that they want to use, or dress how they want to dress. Biases are learned, not inbred. All this document does is give them the right to leave biases behind. \"Equality, rightly understood as our founding fathers understood it, leads to liberty and to the emancipation of creative differences; wrongly understood, as it has been so tragically in our time, it leads first to conformity and then to despotism.\" - Barry Goldwater\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92101", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92101\nTitle: Oppose!\nBody:\nNo child should be bullied. But the rest of this is nonsense. No child should be disciplined for mis-speaking or failing to remember that someone who looks like a girl to them doesn't think she is a girl and wants to be called a \"he\".  No child should have their own beliefs questioned at school.  No child should spend time they could spend learning valuable math or reading or science or music on discussing gender identity issues.  And no girl should have to be afraid to go to the bathroom because someone who was a boy yesterday, but today says he's a girl is in there!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92102", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92102\nTitle: Strongly Oppose\nBody:\nFrom The American College of Pediatrics: “Human sexuality is an objective biological binary trait: “XY” and “XX” are genetic markers of male and female, respectively – not genetic markers of a disorder. The norm for human design is to be conceived either male or female. Human sexuality is binary by design with the obvious purpose being the reproduction and flourishing of our species. This principle is self-evident.” “No one is born with an awareness of themselves as male or female; this awareness develops over time and, like all developmental processes, may be derailed by a child’s subjective perceptions, relationships, and adverse experiences from infancy forward. People who identify as “feeling like the opposite sex” or “somewhere in between” do not comprise a third sex. They remain biological men or biological women.” Stop imposing morals that contradict the Word of God.  Genesis 1:27\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92103", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92103\nTitle: Strongly oppose, not safe\nBody:\nThis is unacceptable. The majority of students are not transgender. Permitting students who say they are to go into an unsupervised restroom without question will only lead to sexual advances whether they are wanted or not. Our youth will find work arounds to this permitting for heterosexual males/females to enter the opposite bathroom warranting inappropriate and risky behavior. While a transgender male/female may simply just want to use the restroom a male may want the chance to hide in a girls stall and do whatever he wants. You see where this is going. It is not safe for our CHILDREN. These kids are KIDS they are not healthy adults who have the capacity to make decisions/weigh risk/assess a situation for safety. teachers will be put in a position where they have to question a students word on whether or not they are transgender and permitted to go into the opposite sex bathroom. If they step up and not permit a student to go in the opposite sex’s bathroom out of concern this also presents a liability.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92104", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92104\nTitle: This proposal will save lives!\nBody:\nThe suicide attempt rate of the young transgender population is appallingly high. A large contributing factor to this devastating pattern is the lack of support and acceptance from family and community. While little can be done about specific families’ acceptance of their transgender children, schools can easily make changes to create a safe and welcoming environment to support children and teens who might not have that at home. This proposed policy presents schools with guidelines and information on how to create a nurturing and stimulating educational environment for ALL students. It does not ask much of the schools, teachers, and students—only to treat trans and non-binary students with the same respect that they would a cisgender student. Small changes like these can drastically improve the outlook and quality of life of students, and allow them to explore who they are without fear of socially constructed repercussions. Additionally, it will create for the students the expectation that they will show respect for others, which will hopefully spread to the larger community. Big changes start with small steps and this policy is a great step forward.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92105", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92105\nTitle: Transgender\nBody:\nStrongly Oppose/Disagree.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92106", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92106\nTitle: Strongly Oppose/Disagree\nBody:\nStrongly Oppose/Disagree.  You want to help our children, then you won't subject them to such sin.  By misleading them in this way you are leading them down an eternal path that leads straight to hell.  Now that is cruel.  Because this is something you and those mislead children will absolutely answer for.  It is absolutely disgusting that your even proposing this.  Shame on you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92107", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92107\nTitle: Support trans kids!!\nBody:\nTrans youths are some of the most vulnerable kids we have, with criminally high rates of depression,  suicide attempts and homelessness - all due to the stigma of being trans, not being trans itself. When trans kids receive proper support and care, including a lack of abuse and stigma, and treating them as as gender they identify with, they are able to thrive. Virginia is becoming one of the most trans friendly states in the US. And it starts with kids.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92108", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92108\nTitle: Guidance Document\nBody:\nOppose - anti bullying policies currently in place covers all, so what is the real reason behind this proposal.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92112", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92112\nTitle: Transgender? Don’t push that.\nBody:\nI am a very  concerned  parent of three young girls, whom I refuse to have this transgender/gender confusion nonsense influencing my children. We send them to school to get an education. To learn things such as math, history, language arts and so on. We do not however send them to be influenced  by nonsense. This is inappropriate on so many levels. Who other than a sick individual would take advantage of how children can be influenced and molded?! No. This cannot happen. Children have enough going on in life trying to figure out the whole growing up aspect, adding that to the mix is absolutely unacceptable!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92113", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92113\nTitle: transgender in the schools\nBody:\nBy allowing transgender influences in the schools, you are taking more rights away from the parents.  No young boys/men should be allowed in a ladies bathroom, locker room etc EVER.  By allowing such actions to take place, Christians will be discriminated against. Do  not pass any legislation such as this.  There are rules and policies against bullying, but legislation like this will cause MORE distress and confusion among kids.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92114", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92114\nTitle: Please reconsider\nBody:\nNot enough is known at this time about the true condition these children are experiencing. I don't feel comfortable allowing biological males into female locker rooms, or females into male locker rooms. The potential backlash these trans kids will face is scary and our society is not yet ready for a drastic step such as this. Please, please, please for the protection of these children, so not allow this to happen.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92115", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92115\nTitle: Strongly disagree\nBody:\nI strongly disagree with this proposal. It would force my children to adhere to ridiculous policies that I do not agree with. There are programs in place against bullying already. Kids could take advantage of this new policy and identify as whatever they want and when they want. I don't see how it helps the community it is intending to help. It is enforcing crazy regulations against the mass majority.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92116", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92116\nTitle: Opposed to Draft for Transgender Policies\nBody:\nI completely agree that we must have policies in place to provide safe places for students who associate as transgender. However, I don’t believe that those policies should be placed above the safety or comfort of students who are not transgender.  All students deserve access to education in an environment that feels socially, emotionally, and physically safe.  I feel like it is difficult for leaders at the state level to make policies that are going to benefit students in every community. I think all students should be given equal opportunities to learn and therefore, these policies might be better handled at the local level to accommodate students in the cultural context where they reside. I think the proposed policies are opening the door to many more problems, which is then not necessarily a fix for the current one. For example, often transgender students don’t want the attention drawn to them and rather than be given full access to any bathroom, really just would like access to a single stall. Why open a whole can of worms when an accommodation for a small population can be made, much like we do for students with special needs?  Again, this is an issue that needs to be addressed; however I don’t feel like sweeping policies are going to fix the problem. Thank you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92117", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92117\nTitle: Absolutely Opposed\nBody:\nAs a mother of five children in public schools, this gravely concerns me. Schools do not and should not, be allowed to make decisions for children regarding transgender that goes against parents, or hides information from parents. Also, letting kids who \"identify\" as a different gender than their birth gender use their \"identify gender\" for restrooms, changing rooms, etc is a slippery slope. We are creating an open door for assult and abuse...take it from someone who was sexually assulted in high school. Children are not informed enough to be making transgender decisions without the help and guidance from their parents...these new policies are a disgrace to our children and the parents who want to be able to fully support the mental and physical health of their children. I strongly oppose these policies by all means.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92121", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92121\nTitle: STRONGLY OPPOSE\nBody:\nI object to forcing involuntary acceptance of gender confusion in Virginia's public schools. Medical experts AND scientific studies have shown that most children outgrow gender confusion by the time they reach puberty. As a registered nurse, who has worked with infants for over 35 years, I can assure you that sex (gender) is NOT arbitrarily assigned to newborns at birth. That idea is ridiculous. And you are expecting parents to just accept this? Basic science and biology dictates that a baby is born male or female, unless he or she has a rare disorder called ambiguous genitalia. I realize that the 1-2% of children who are struggling with sexual confusion should be protected from harm and harassment. Virginia already has a strong anti-bullying law. This draft policy says its purpose is to ensure a positive, safe environment for all students. So how will girls feel safe and positive as they are forced to shower/change with boys who think they are girls? How will these girls feel? AND the girls' parents? NO WAY. Don't force this on the parents and families of Virginia!!!!!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92124", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92124\nTitle: This Policy is divorced from the Ultimate Truth revealed to us by the Creator\nBody:\nGod, the Creator of this World and each individual Human Being has revealed to us his Ultimate Truth, of which He is the source and author.  This policy totally rejects his Ultimate Truth by teaching and promoting a view of Human Persons that contradicts His revealed Truth.  Human beings are created male and female - there are no other genders or sexes.  It is a dangerous false philosophy to think otherwise.  Our schools should be teaching Truth, and not something far from it.  The fundamental principles behind the words of this document are WRONG.  Start over and interview persons who know the Ultimate Truth and go from those principles.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93037", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93037\nTitle: Support\nBody:\nAs an educator, I fully support making our public schools inclusive for all of our students. Historically, trans youth are at higher risk for suicide, depression, and other negative mental health issues due to the discrimination that they face. Our schools can make an impact by providing our students a supportive and safe environment in which to grow and learn. The arguments against this bill on the basis of science are not fully informed of the science of sex or gender. Even biological sex is not binary, and not all people fall neatly into a category of XX or XY chromosomes.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93038", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93038\nTitle: Strongly Oppose\nBody:\nWe should not redefine the biological truth that are two sexes. We should not force boys and girls who live within natural and actual biology to pretend this basic fact is not true. Others can choose to express themselves as they see fit UNTIL that expression interferes with the majority of persons who  want a safe environment for their children. Biological boys, regardless of their chosen sexual expression should not be mixed in with biological girls and vice versa. Do not sacrifice the many for the few.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93039", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93039\nTitle: Let Children be children and ask Adults to act like Adults\nBody:\nMost children do not have gender issues.  But many like to experiment with using controversial language and try on different clothing and mannerisms.  This does not suggest anything is different about them. They are just being children.  Let them be different.  Let them be courageous.  It's OK to be a different kind of girl, or a different kind of boy.  But please don’t go along with them when they say things suggesting a different gender.   And PLEASE don’t suggest to them that their gender is something to select, like changing their hair color. Children also say they want to be a train or a dinosaur.  We know that these things pass and reality sets in without us having to do anything requiring legislation.  We don’t have to make bathrooms for Dinosaurs or refer to them by their Train names. Each child deserves to be allowed to say crazy things without being put in a box.  Sometimes a child will say they want to shoot someone or they wish someone was dead.  They are horrible words, but the child hardly understands the power of their words.  They should not be thought of as violent or evil.  They are experimenting to see how you will react almost like a child pushing a button to see what will happen. Let kids be kids.  But please don’t start catering to their childish ways.  Guide them to a good life where they embrace who they are, without labeling them into a life overly focused on childish whims.  To do otherwise, will bring unnecessary confusion and heartache to our vulnerable children. When they are adults, if the phase still has not passed, they are free to act on whatever ideas they have.  But please do not have schools interfere in and encourage them to make decisions they are not fit to make. And certainly do not propose anti-parent, anti-family policies based on agendas which lack scientific data and lack even common sense.  I oppose this policy.   It appears to be a model of how not to respect and care about children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93040", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93040\nTitle: Strongly oppose policy\nBody:\nThis has gotten out of hand....I am a mother of 2 girls..I don't agree with having both sexes in the same locker room....will my girls be in trouble if they refuse to change clothes because they feel uncomfortable??? I think not...I will stand behind my girls.......I'm so tired of the people who don't support some of the ideas of others automatically being called racist or whatever...why aren't we entitled to our opinion??? What about what offends our beliefs...I am not just goin to join in and go along...so fed up......strongly oppose...not just going to accept this????????\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93041", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93041\nTitle: Strongly oppose.\nBody:\nI strongly oppose this proposed model as it jeopardizes parent rights with regards to their children, no matter how gender confused, and it threatens the sanctity of family. Considerate compassion should absolutely be extended to every child with every personal issue, but this model's proposed mandates are terrifying.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93042", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93042\nTitle: Opposed to transgendered policy\nBody:\nOpposed to transgender\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93043", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93043\nTitle: I support\nBody:\nI whole heartedly support! I'm a little short on time at the moment but to any trans individuals reading these comments you are love, you are light, you are beautiful and you belong here <3.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93044", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93044\nTitle: Support\nBody:\nI support this. As someone who has a degree in Psychology and has looked at extensive research of how important pronouns are, there is no reason not to support this. Transgender students need our support to help them feel heard, seen, and understood.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93045", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93045\nTitle: Support!\nBody:\nAs an educator to many gender fluid children, I fully support the Virginia Department of Education's model policies. Children deserve equitable representation and recognition by their schools. I've seen first hand how this recognition can impact young children in their formation of self.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93046", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93046\nTitle: Opposed to transgender policy\nBody:\nOpposed to transgender\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93047", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93047\nTitle: Model policies for transgender students\nBody:\nStrongly oppose!  I oppose all mandatory teaching/ policies in our public schools!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93048", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93048\nTitle: Oppose Transgender Policy Not Anyone Who Is Transgender\nBody:\nDear Council, This is very dear to my heart. I am not against transgender individuals. When it affects my child’s  education that is when it becomes a problem. When someone is a believer and believes in only two genders how can you force a teacher or students to comply with something that they do not believe? You can say well just send your kid to a private school. Well, you know how hard that can be with finances and all. Also, what makes me upset is the policies state that the parents may not get informed about these certain policies occurring at the school. Parents should be notified of what is going on at all levels of their schooling especially if they are under age. Next, I don’t want my child or my future children suffering from not being able to play a sport because someone transgender took their spot on a sports team. Where are my kids rights. I don’t want my children to encounter talks before the age they really need to talk about if we as believers do not believe. That is why we live in America. We get to decide for ourselves what we believe not the government forcing this on us or not on our kids. Please re-think this because it doesn’t just affect transgender kids or families but the entire school system. Thank you for your time!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93049", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93049\nTitle: Strongly  Oppose\nBody:\nGod made male and female only, read Genesis 1:26-27 KJV\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93050", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93050\nTitle: Transgender Curriculum in School\nBody:\nThis is not appropriate in the public school system, there are only two genders, male an female the way that God intended it. The Board of Education an the Government of Virginia have gone completely satanic!! Idiots!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93051", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93051\nTitle: Strongly oppose\nBody:\nI think this  goes against everything a family stands for and I want my grandchildren to be proud of who they are and say they are male or female and definitely not to use a transgender bathroom. This has gone way too far leave our children alone.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93052", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93052\nTitle: STRONGLY OPPOSE\nBody:\n“All students will be allowed to use any bathroom or locker room they choose, without being questioned by any school administrator or faculty, eliminating privacy and safety of students in states of undress.” As a former public school teacher, and a mother of three girls, I am appalled at the lack of protection for girls in a bathroom or locker room. Instead of being concerned about privacy and safety of girls, this agenda is more concerned about the a boy’s comfort or discomfort. It is terrifying and alarming to consider that a boy, at any given time can claim he is a girl, and have access to a girl’s private facility. How can she be safe? I would have been afraid to go to the bathroom or change in a locker room, if I knew at any given time a boy could walk in, and I would have to WELCOME him—as though it is perfectly safe and appropriate for him to watch me undress, or use the bathroom! This is a terrifying policy, and simply ONE of the policies that are disturbing with this curriculum. Please consider the safety of our vulnerable children, and THEIR mental health with this lack of rules/parameters.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93053", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93053\nTitle: I Oppose transgender education or any other kind of sex education to children in public schools.\nBody:\nThe school system is to educate what is going to help them make a decision regarding their future interest to make a living. Sex education and transgender education does NOT belong in a school system. What would be beneficial is a good strong lesson in History of the country an d how this country was based on principles. Stop indoctrinating the children with special interest group agendas. They see enough of that on the internet. Sex education of any kind is a families responsibility.  The school system is far behind other countries in education and that is watch the focus should be.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93054", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93054\nTitle: Strongly oppose\nBody:\nThis has no business being part of public school education. I strongly oppose this.  Teacher have enough on their plates and parents should have the right to know what is happening with their children. This is in no way ok.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93055", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93055\nTitle: I support Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nBody:\nI have read Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools and I find it thoughtful and reasonable. I am particularly impressed by the numerous opportunities in it to create a better learning environment for all students. When the ADA required curb cuts, those of us who thought they were just for wheelchairs discovered how useful they were for strollers, wheeled suitcases, grocery carts, etc. In the same way, greater respect for student privacy will benefit all students. Avoiding unnecessary separation into boys and girls will help ensure equal treatment for all genders. Professional development and training will prevent misguided efforts to police student identities and expressions to fit dated stereotypes. School boards that make the effort to thoroughly understand and use Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools should avoid a lot of headaches and bad publicity. Statistically, all but the very smallest school districts already have students who are transgender, so at some point the school board will be glad to have a well thought out policy. Many of the comments reveal that there is a lot of fear and misinformation circulating about people who are transgender. These comments demonstrate the critical importance of careful policy development that involves public engagement, It is tempting to avoid that engagement because it will be difficult, but it is better to have the discussion as part of policy development than as a traumatic incident involving a particular child. Thank you for the opportunity to comment.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93056", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93056\nTitle: Protectors or Progressives!?\nBody:\nAs one who just recently became a new mother to a beautiful little girl, this whole dissuasion feels especially important to me. What the public school system in my home state is considering is both terrifying and sickening, to put it gently. When we no longer can recognize and celebrate the God-given biology of each man/woman or boy/girl then we have stepped outside of our created design and are giving higher credence to one’s emotional or mental state - on any particular day. By opening this door (literally and figuratively), you will be inviting an onslaught of abuses into your schools. Your education centers will become a breeding ground for all sorts of atrocities and more specifically those with growing appetites as sexual predators. There was little to entice me to send my daughter to a public school before this, but this consideration is only solidifying my decision to keep her far away from this disgusting “progressiveness” that is fundamentally destroying everything good within America. When teachers and public school officials start overriding the direction of one’s biological parents, then that should be a warning to all. Unless your school funding comes from those in power that prey on children and use them for their own pleasures and abuses, then your priority should be as educators and protectors OF our children. All precautions should be put in place and remain there to protect the young men and women that will become next generation’s leaders. The time to take a stand is NOW. For the love of all that is right, good, and pure. May you all find the courage to do just that.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93057", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93057\nTitle: Support this policy\nBody:\nI support the policy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93058", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93058\nTitle: I STRONGLY DISAGREE ON THIS TRANSGENDER POLICY\nBody:\nI dont believe that you should allow kids to choose which bathroom or locker rooms to use. It should be if you have a penis your a male if you have a vagina your a female that's shouldn't be sharing bathrooms and locker rooms.  If they are \"confused\" about their sex they should have their own bathroom and locker room.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93059", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93059\nTitle: Strongly opposed!!! Transgender Policy\nBody:\nThis policy is flawed in many ways. It contradicts freedom of religion and speech. Sexuality should not be discussed with children by anyone but their parents. It’s not the schools place. Keep this horribly policy out of our public schools and make counselors available for children struggling with these things. You don’t have to alienate the majority to appease the minority here!! I’ll pray for anyone that thinks this is ok!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93060", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93060\nTitle: Opposed to transgender policy\nBody:\nOpposed to transgender policy. This is sick and should not be allowed in our school system! Children have enough to be concerned about while in school, much less some sick pervert in the restroom or locker room!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93061", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93061\nTitle: Opposed to transgender policy\nBody:\nI do not approve of VDOE transgender policy guidelines.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93062", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93062\nTitle: Transgender Policy\nBody:\nStrongly object\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93063", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93063\nTitle: Irreparable harm to innocence - irreparable harm to natural identity forming process\nBody:\nImplementing such policies in VA's schools  would do irreparable harm to innocence - irreparable harm to natural identity forming process. Activist employees in educational state government organizations who do NOT have the necessary medical training seem intent on imposing a culturally Marxist agenda that threatens the very fabric of society by engendering so much confusion among our children. Activist tyrants ignoring the negative impact that the issue of transgenderism inflicts on children of all ages, [considering that the seat of judgement isn't reached until well passed the early teens] should be immediately replaced. The issue is drastically reducing the competition field for young girls and women. So much for equality. The issue is drastically threatening natural development that could bring about devastating effects such as stunt growth, infertility, psychological disorders etc. So much for protecting our future generations. No to trangender Policies of any sort in Virginia Schools. Let nature, let innocence follow its course.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93064", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93064\nTitle: Strongly support safe spaces for all children\nBody:\nAll children deserve to feel safe at their school. One way to make a vulnerable group feel safer is to enact policies to protect transgender children.  Every child I know who is transgender has had to fight to be heard and understood by their school leadership.  Passing a bill such as this would help those children feel supported by the adults around them.  Transgender teens have staggeringly high rates of death by suicide.  We can help curb this crisis by having every public school ready and able to support their transgender youth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93065", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93065\nTitle: Irreparable harm to innocence - irreparable harm to natural identity forming process\nBody:\nIrreparable harm to innocence - irreparable harm to natural identity forming process Implementing such policies in VA's schools  would do irreparable harm to innocence - irreparable harm to natural identity forming process. Activist employees in educational state government organizations who do NOT have the necessary medical training seem intent on imposing a culturally Marxist agenda that threatens the very fabric of society by engendering so much confusion among our children. Activist tyrants ignoring the negative impact that the issue of transgenderism inflicts on children of all ages, [considering that the seat of judgement isn't reached until well passed the early teens] should be immediately replaced. The issue is drastically reducing the competition field for young girls and women. So much for equality. The issue is drastically threatening natural development that could bring about devastating effects such as stunt growth, infertility, psychological disorders etc. So much for protecting our future generations. No to trangender Policies of any sort in Virginia Schools. Let nature, let innocence follow its course.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93066", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93066\nTitle: Strongly oppose\nBody:\nI strongly urge you not to pass this. You are setting up a he said she said and no one will come out ahead. Children are quick to learn how to manipulate the system. They will use this to get back at anyone that they feel has wronged them, that they don't like or that they want to see get hurt or embarrassed. This is not a good idea.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93067", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93067\nTitle: Transgender Curriculum\nBody:\nThis is so wrong on so many levels. This not safe at all\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93068", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93068\nTitle: I support these model policies - these students are our CHILDREN first and foremost\nBody:\nIt is fairly clear that many of the commenters who say they oppose these policies have not taken the time to read any of the Model Policies document, and heart-wrenching that our children would be denied equitable educational access due to their gender identities. I support the adoption of these policies into the public school system. Childhood and the expected challenges of biological development are difficult enough. Please don't deny any of our kids their right to an education. The policies are those you would advocate for any educational institution: deter bullying, treat each child with respect, and honor their privacy for their individual physical and emotional development.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93069", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93069\nTitle: Vehemently Oppose\nBody:\nI cannot express how fundamentally wrong these policies are.  If implemented, it will not only affirm children into an identity they may not actually be, but it also discriminates against all those who wish to have privacy from the opposite sex.  Mark my words, as one who was once a student, and knows how mean they can be, this policy will be abused by predators, and our daughters will be victims, and even our sons.  Victims to a society who is impotent to know truth and right from wrong.  My children will never see the inside of a public school with these policies in place.  The supporters of this bill are child predators.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93070", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93070\nTitle: Support\nBody:\nThe Peace & Social Concerns Committee of Richmond Friends Meeting (RFM) strongly supports this guidance document. RFM openly affirms that our spiritual community strives to be a safe nurturing place for people of all sexual orientations, gender identities and gender expressions. We further clearly and energetically advocate for full social acceptance and full legal rights and privileges for people of all sexual orientations, gender identities and gender expressions. We therefore believe that it is essential that all students, especially those who are trans and non-binary are able to receive an education in a safe and inclusive environment. The guidance in this document is  tremendously helpful. We must protect and nurture all of our youth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93071", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93071\nTitle: STRONGLY OPPOSE!!\nBody:\nWhy do you think it’s the schools right to implement these policies on OUR children??! When did school become about being politically correct? Stick to teaching math, science, history, English and  PE. Why would you think the majority of the parents would be okay with allowing boys in girls restrooms and locker rooms and encouraging our children to not identify with who they truly are and if it’s thought their parents called their own children a boy or girl that we are at risk from having our children taken away?! You think that’s effective? Threatening American citizens to take away their kids and report them for child abuse? This is INSANE!!! Public schools are EVIL!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93072", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93072\nTitle: Strongly Oppose This\nBody:\nStrongly Oppose\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93073", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93073\nTitle: Family Matter Alone\nBody:\nThis is a personal matter that is between the child and the parents / guardians of that child.  Period. Bureaucrats and professionals (usually without children ) have no right to use human beings for their social engineering experiments.  We are human beings not lab rats.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93074", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93074\nTitle: Gender Dysphoria & Public School Policy ~ VA Department of Education\nBody:\nAs a State of Virginia tax paying citizen, I DO NOT SUPPORT the proposed policy involving students with gender dysphoria. Because of this issue, I am very thankful that I no longer have a child attending the Virginia Public School System.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93075", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93075\nTitle: Strongly Oppose\nBody:\nAs a 19-year-old girl who spent all of my elementary, middle, and high school years in the Virginia public school system, I do not support the radical agenda behind these new policies. I can’t even begin to comprehend how immensely destructive and harmful these regulations would be towards young students. Allowing high-school age biological males to use the same bathroom facilities as women puts young girls in danger under the guise of “non-discrimination”. A school system that is willing to so blatantly disregard any differences between the sexes clearly does not care about the health and well-being of its students. The examples of “discrimination” listed in these policies directly target teachers who have traditional, scientific views of gender and prevent them from being able to hold to their convictions between and right and wrong and keep their job at the same time. It is inexcusable that these policies encourage a child’s desire to be called by a different pronoun to be deliberately kept secret from their parents, allowing families to be kept in the dark about what goes on in their own child’s life at school. How can purposefully creating a disconnect between a child and their parent ever be “healthy” for the child? These kinds of a policies have absolutely no place in the Virginia school system, and their incorporation will assuredly drive many to never send their children to public schools again.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93076", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93076\nTitle: Strongly Oppose\nBody:\nImagine the ramifications of these policies in the future. Girls may be topless during PE and swimming? Any student or staff member could take photos and distribute them as child pornography. Also staff members would be encouraging behaviors without the consent of the parents/guardians? These situations need to be dealt with in therapy offices with trained professionals providing psycho education. Teachers are teachers and should not be placed in therapeutic or mentoring roles unless it is after school.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93077", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93077\nTitle: Transgender\nBody:\nSTRONGLY OPPOSED!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93078", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93078\nTitle: Strongly opposed\nBody:\nStrongly opposed. Only parents can make these kinds of decisions.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93079", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93079\nTitle: STRONGLY OPPOSED- what about girls/women's rights?\nBody:\nWe are a very tolerant family and are fully opposed to bullying, harassment and discrimination. We love and have a heart for LGBT individuals that are in our lives. I draw the line with this policy where it becomes unconstitutional and you take away my daughter's rights/women's rights. No one thinks about women's rights (or boy rights). Everyone is trying to be \"woke\" and now at the expense of our children, who are being discriminated if they do not fall into a \"Justice\" category. AND further insult is to say the STATE will now \"teach\" parents how to raise their children.  Teachers turning parents into CPS because they are not accepting their child being a transgender. This is ludicrous and totally Marxist! VDOE and VA legislature is going to forever destroy Virginia and America, but most importantly our children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93080", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93080\nTitle: I REJECT THIS IDEA\nBody:\nAs you try and redirect there sexuality and confuse them to what they already see themselves as, I will not hesitate to pull my child from school and homeschool instead of having her confused. That will only cause problems to the ones to who know what they are. You take God out of school and you think parents neglect there child causing harm from telling them what they really are a girl or boy with such body parts. God only made 2 genders and that's what my children know. If you end up putting all kids together and let them walk into which ever locker rooms or bathrooms they want, there will be a chance that they will get raped. Its bad enough ya'll tolerate bullying, but this is too far. The only time something finally gets done is when something happens to the student(s). Our children are how we raise them, this is just education not yall telling them that there are more then 2 genders which its not. You either have a penis, classified as a male/boy or a vagina, classified as a female/girl. No amount of surgery will change who you were born as. If parents decide to pull children out of school because of this then you will end up like most Americans now and have no job. That wouldn't be fair would it? Why would it be fair to reset our childrens minds of their sexuality that they already identify themselves as. Its not safe for any students mind as this will cause psychological problems. I REJECT THIS IDEA.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93081", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93081\nTitle: Disagreement with This Concept\nBody:\nThis proposed VA Dept. of Education policy promoting certain new gender concepts in K-12 public schools 1) puts students at risk of sexual harassment or assault; 2) compromises the role of family in attending to a child’s most intimate developmental needs; 3) distracts all education stakeholders away from academic matters; and 4) promotes a chaotic social and psychological environment by not only allowing students so much leeway on subjective or ill-defined matters but also imposing penalties on victims of student whims or exploitation. Would female teachers or administrators want high school males in their bathrooms?  Or, more generally, do ANY teachers or administrators want ANY students overrunning their dedicated break rooms and staff-only spaces?  And what about teachers that abuse these rules?  We can’t expect some magical age-based distinction to prevent teachers from taking advantage of youths in these sexual matters.  These rhetorical questions are meant to reinforce that, generally, the level of distraction created by this policy will be enormous.  “Distraction” is being gracious; the severest problems will be physically dangerous and psychologically unnerving. I have friends and family that are public school teachers or administrators.  They care about instruction in basic academic topics.  The VA Department of Education is ideologically betraying not only our state but also their own rank and file employees.  Classroom management and SOLs weren’t enough of a work load?  Good luck teachers!  The VA Dept of Education is re-writing your job description:  “Mere Observer of Chaos and Logical Bankruptcy.”  Forget reading and math unless it’s all about linguistic gymnastics and calculating how many liters of blood are required for a transgender surgery.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93082", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93082\nTitle: Is there a term stronger than strongly oppose?\nBody:\nThe fact that the VDOE is even considering such action shows the folly of having such an organization in the first place.  How dare a group of faceless individuals hiding behind policies, ignore the wishes of even one parent, much less the countless millions who do not want their child mandated to witness these actions.  The department needs to stick to what it does best---dumb down the education for all!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93083", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93083\nTitle: Strongly Oppose\nBody:\nHonestly, consideration of such policies is beyond ridiculous. Along with tons of other problems, these policies impose burdens on others due to the \"decisions\" by a very small minority.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93084", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93084\nTitle: Strongly oppose this transgender policy\nBody:\nI strongly oppose.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93085", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93085\nTitle: Totally illegal/unconstitutional- open2 lawsuits- school choice/charter schools are more rational so\nBody:\nWow! Attention all VA parents. VDOE this goes into effect Feb 4th. Feb 3rd is the last day to comment. Firstly, why aren't these issues being handled democratically and locally within each community voted on by the residents and parents who are affected by such drastic changes? #totalitarianism Secondly, how many transgender students per highschool are there for such costly measures to be taken and parental rights to be violated? Thirdly, wouldn't the ability for each parent to choose the school their transgender student would want to attend be a more optimal, feasible, and safer solution ? Would it not be more rational and cost effective to offer a school specifically for these children and those that aren't opposed to this than forcing this down the throats of those who are? What happened to \"believe what you want and live your life but don't force your beliefs on me?\" ____________________________________________________\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93086", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93086\nTitle: Strongly oppose\nBody:\nIf this bill passes, not only will I pull my three children out of school, but I will also quit my job at the school. This is pure insanity!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93087", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93087\nTitle: Support for Model Policies for the Treatment of Transgender Students\nBody:\nAs a former teacher and a parent of 2 public school students, I am writing to voice my support for the Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools.  It is important that all students enjoy an education free from harrassment and discrimination and that all students be treated with dignity, modeled by school policy and leadership.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93088", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93088\nTitle: Totally naive and unsafe for all children.\nBody:\nWho protects biological females from opportunists and rapists? Who protects the other 99% from false rape accusations in this politically divisive world. Very impulsive and naive among those of you who are supposed to be educated.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93089", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93089\nTitle: ABSOLUTELY NO\nBody:\nAbsolutely no to your policy! My job as a parent is to protect my children and lead them down the best path to become an adult.  Your role is to prepare them for adulthood to help them gain the intelligence to obtain a good job.  My role as a parent is to tech life lessons and prepare them for the real world. Teaching about being transgender is the responsibility of the parent not the schools that have trouble teaching a regular curriculum!  Our school system can’t prevent bullying, fights, and discrimination!  There is no way I will allow my children to be taught something I am responsible to teach.  And I will not allow my child to use the restroom with anyone with the opposite genders genitalia. I’m not against others life decisions but I do not trust anyone’s word in this world today. Some people who truly chooses to be transgender are one thing but it only takes one predator to claim it and then what. If the school system can’t control bullying, fighting, or discrimination then I won’t have them put any child in harms way. We don’t live in a fantasy land where everyone does what they should it’s just the sad truth.  And as a child they shouldn’t be intentionally put in a situation of that magnitude. I can teach my own child how life is and prepare them for anything that may arise that way when they can mentally handle the truth of how people are they can make their decision.  So in turn I will say if the schools decide to do something that can potentially put my child in the way of harm I will remove them from that situation myself. That’s my job as a parent! I will protect my children from any potential situation even if it’s the school that decides to put them into it.                            SIGNED PROTECTIVE PARENT\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93090", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93090\nTitle: Strongly opposed\nBody:\nThis jeopardizes the privacy and safety of our children and families. God help us.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93091", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93091\nTitle: Strongly oppose this!!!\nBody:\nStrongly oppose this!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93092", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93092\nTitle: Strongly oppose\nBody:\nThis is inappropriate and does not support family cohesiveness nor the safety of all children\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93093", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93093\nTitle: School choice/charter school for those open to this idea would be more feasible and rational\nBody:\nWhy would you not offer a \"safe charter school\" for those who agree with this idea as a test run before assuming liability for all schools? This is very poorly planned.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93094", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93094\nTitle: Absolutely not ok! Not safe and not according to our Christian faith! No more public schools!\nBody:\nAs a parent of 3 school aged children and a Christian this is so wrong! This will be detrimental to these kids safety and their mental health. I am not okay with a male student coming in the locker room with my daughter while she is changing. Nor would I want my son to go in with someone else’s daughter that is just asking for problems and lawsuits. Let these kids be kids and stop pushing adult issues and agendas on them!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93095", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93095\nTitle: Strongly oppose\nBody:\nstrongly oppose\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93096", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93096\nTitle: Please Do this and Protect Trans students (Who are children as well)\nBody:\nLife is hard for trans/GNC students. School should be an enviroment of learning regardless as to whether or not you agree with the identity that a student is exploring. Making school a better place for our youth to not only learn, but to explore themselves is important. Enforcing the use of a name that does not cause this learning and growing being pain is important to allow education and learning to happen. Please, protect our youth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93097", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93097\nTitle: Unnecessary\nBody:\nIt looks like there are sufficient regulatory citations at the beginning of this policy to render the policy itself unnecessary. Bullying is already not allowed, 14th Amendment, Title IX, &c. If the redundancies were removed, all you'd have remaining is a permission slip for select kids to cross-dress at school while using the restrooms Ally McBeal-style.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93098", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93098\nTitle: Strongly Oppose\nBody:\nSchools should not be permitted to make any decisions regarding a student gender without the parent knowing.  Schools should not have any say so at all.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93099", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93099\nTitle: Gender Education Protect the rights of parents and children. I oppose this bill\nBody:\nI STRONGLY OPPOSE THIZ BILL ON GENDER EDUCATION.  THAT IS THE PARENT'S JOB NOT SCHOOLS!  TEACH CHILDREN TO RESPECT OTHERS.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93100", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93100\nTitle: Transgender policies of the D.O.E.\nBody:\nI strongly oppose the policies being put forth by the D.O.E.  Their role of educating our children should pertain to academic subjects. Parental rights should be supported by the D.O.E. and not weakened.  Our children do not need confusing situations going on in school.  Our girls need to feel safe going into bathrooms and boys likewise.  President Biden signed a new executive order supporting science in policy making. Prevailing science and psychology goes against progressive, unscientific views on child sexual development and is counter to this executive order. Please don't make life confusing and unsafe for our children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93101", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93101\nTitle: Treatment of Transgender Students in Virginia Schools\nBody:\n\"I t can be emotionally harmful to a transgender student to be questioned regarding the use of restrooms and facilities.\" Where is the documentation for this claim? Have there been any scientifically conducted studies in Virginia (or anywhere else for that matter) to support this claim? What is the proportion of formally proclaimed transgender students in relation to the normally gendered students attending school in Virginia? Have there been any studies or surveys documenting the emotional trauma on normally gendered students having to share bathroom facilities with transgendered students of the opposite biological sex? I suspect there are many more questions and genuine concerns than there are honest and sincere answers to this issue which affect the welfare of the vast majority of our students. Let us not forget the sound philosophy of John Stuart Mill in advocating for the role of good government to do the most good for the greatest number of citizens possible. As presented, the proposed changes in policy are about as close to a textbook definition of insanity as I can image. I strongly oppose them.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93102", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93102\nTitle: STRONGLY OPPOSE\nBody:\nSTRONGLY OPPOSE!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93103", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93103\nTitle: STRONGLY SUPPORT\nBody:\nTrans youth need systematic support against bullying and harassment. Representation is important and necessary. This bill would not harm any cis gendered students, but would benefit trans youth who commonly suffer from depression and mental illness because of the discrimination that they face. I support!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93104", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93104\nTitle: Oppose the idea of girls and boys using the same bathrooms and locker rooms\nBody:\nI absolutely oppose the forced idea that my children should have to share a bathroom or locker room with anyone born with opposite genitalia. This is absurd that we should even be discussing this. It is a doorway to pedophiles and perverts to prey on our young children. It gives the pervert easier access and does not protect our children. Also, there should be no education that is taught without the parents consent when it comes to sexual education. That can be taught at home. There is no school system that needs to teach my children about Transexual or heterosexual behavior. I can handle that. I am the parent.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93105", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93105\nTitle: Oppose\nBody:\nI don’t believe it’s “safe for all”!  Some girls are already uncomfortable in the locker rooms and restrooms. Now add a male identifying as a female to their concerns. It’s not right to forget about these girls and boys...and why put a transgender person in that position?  It’s not healthy for them either. This is not a good plan at all. This is opening a door for any gender to enter any restroom - who are you so say they won’t have malice intentions?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93106", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93106\nTitle: Strongly Oppose\nBody:\nI am strongly opposed to this legislation.  It is harmful to teachers, our children and those who choose to live a transgender lifestyle.  Teachers should never be made to keep information from a child’s parents and our children should not be subjected to sharing facilities with those of the opposite sex.  Instead of passing this horrible legislation, please consider providing facilities for transgenders to use exclusively.  Passing this legislation will prove to be detrimental for many.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93107", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93107\nTitle: Strongly Oppose\nBody:\nStrongly oppose this bill.  Children are being brainwashed at a young age to thinking they have gender identity issues because they play with toys that don’t conform to their sex.  As a female I loved to play with my brother’s toys.   I hated to wear dresses.  Had I been born today, I would have been told to “explore” my identity and made to feel like something was wrong with me and I should identify as a boy.  And I also would have been shamed for expressing any opposition to so-called psychological experts in gender identity issues.  Kids are impressionable.  You tell them something over and over...they will believe it.  That’s child abuse.  No different from emotional abuse.  So yes I strongly oppose a law that will allow the school to take it upon themselves to talk to my kids about sex and sexual identity and brainwash them.  I also think it’s nonsense to punish another child for “bullying” because they didn’t call another kid by their preferred pronoun.  All you are doing is creating confusion for kids.   Sex is assigned at birth.  If some mentally screwed up kid thinks they are the opposite sex of their birth sex....you should be removing that kid from their home because they suffered some serious abuse there to think otherwise.  I oppose Virginia enacting laws that inflict emotional and psychological abuse on our children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93108", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93108\nTitle: Strongly Oppose\nBody:\nI strongly oppose the sharing of bathrooms/locker rooms between members of the opposite sex, who were born with different genitals.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93109", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93109\nTitle: STRONGLY SUPPORT\nBody:\nAs someone who has in Virginia my entire life, I find it outright disgusting that so many of these comments are just genuinely anti-human rights. People should have the right to do as they please, and this just facilitates an entire lifestyle of people to live their genuine lives. We should always fight for the lives of people, minority or not, and this bill serves in the best interest of the most people. It should be common sense, shocking that it's not.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93110", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93110\nTitle: Transgender bill\nBody:\nI do not support this bill. Get back to teaching basics in education to prepare students for jobs and real life.  Stop this transgender teaching and taking away the rights of anyone who questions the reality of biological gender by using different pronouns. Changing the pronouns gets confusing. And having biological males in the locker room and bathroom with biological females\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93111", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93111\nTitle: Strongly Support\nBody:\nThe amount of transphobia and bigotry I'm seeing in the comments is frankly appalling. Trans kids should be able to live their lives free of this discrimination.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93112", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93112\nTitle: STRONGLY OPPOSE\nBody:\nMy children have rights as well. We are a \"traditional\", God fearing Christian family. We do not hate people that think differently than us, but I am sick of having others opinions and desires always come before ours. If the school system decides to pass this ridiculous law, I will be praying for anyone that had a hand in it. If these transgender students can't figure out what bathroom they need to use then maybe they need to be educated. Not my sons, or the majority of students in the Virginia education system. It's simple, if you have a penis, then use the male bathroom and if you have a vagina, you use the female bathroom. If that is too difficult then the state needs to fund school systems to add a 3rd option for restrooms where transgender students can go. Label it with a question mark since they are the ones who are questioning what they are. That way, the majority of people can still have the right to feel comfortable when having to use the restroom. Stop trying to shove these liberal ideas down everyone's throat and just teach the academics. Some things are not the responsibility of the education system. It is absolutely the responsibility of the families. When you spend time on these ideas, you are taking away from the time you should be spending on the academics and how to improve on a flawed system.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93113", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93113\nTitle: Strongly oppose\nBody:\nWe are writing to let you know that we strongly oppose this passing in our public schools. we send our children to school for their education. we expect for them to be in a safe environment during their school day amongst peers who are there for the same reason. There has always been bathrooms and locker rooms for each sex (boy and girl) and kept separate for a reason. At no point do we feel it would be safe or responsible for the opposite sex to be using the restroom or changing together. we stand for what the Bible teaches us which is there are two genders. We are not saying we don’t love someone who may be struggling with identifying their sexuality but we do believe they need help pointing them to what the word says they are and who God made them to be. Not just pacify the situation and allow them to do whatever they want in the school setting. In doing this you can believe it will set our school system up for way more issues to arise in opening these doors. If this is to pass we will be pulling our children from the public school setting and home schooling. But we will not back down and will continue to fight for our religious rights to be recognized and respected.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93114", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93114\nTitle: This is extreme\nBody:\nThe school can provide a respectful and safe environment without the threat of taking children away from their parents. This puts educators in a tough situation. If they don't agree with all aspects of this, what happens to them?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93115", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93115\nTitle: Oppose\nBody:\nI oppose this legislation.  In terms of restrooms, direct children who are questioning to use the restroom in the nurse's office or designate  another bathroom for that purpose.  Secrecy or separation from a minor child's parents should not even be considered. Given the state of many VA schools related to Covid-19, it should make everyone wonder why attention is being taken from getting our children the best education.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93116", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93116\nTitle: Oppose VDOE Model Guidelines\nBody:\nI oppose the proposed VDOE Model Guidelines  because they do not provide safe and sound guidelines for students and teachers and would open the public schools to litigation. They should be revised to protect the rights, dignity, privacy, and safety of everyone involved.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93117", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93117\nTitle: Strongly Opposed. Creates more problems than it solves.\nBody:\nThe majority of the students and their families would be affected negatively. Most of the none-transgender students would be uncomfortable using the bathrooms and lockers room in the presence of transgender students. The number of transgender students in these facilities and sports teams may become highly disbalanced. It opens the door for policy abusement and accusations in either direction. Instead of solving a problem, the policy leads to higher tension between students, staff and families as the policy comments suggest.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93118", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93118\nTitle: strongly oppose\nBody:\nYou are putting thousands of kids at risk or humiliation or sexual attack for the needs of a few.  We all have to do things in our lives that makes us uncomfortable so using your gender specific restrooms and locker rooms in school is not going to kill anyone. As a parent of a teenage high school girl it is appalling to think you would even consider putting her in a situation of not feeling safe to change clothes or use a bathroom.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93119", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93119\nTitle: Dangerous Policy\nBody:\nThis policy I dangerous to the mental health of young children and will create confusion and instability in vulnerable youngsters. I do NOT support this. Students should be safe from gender confusion. This policy will encourage gender confusion. It is contrary to science. Please do not pass this.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93120", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93120\nTitle: Strongly opposed\nBody:\nI can only see really negative things coming from enacting this. As an adoptive mom who is raising children from institutions this policy just screams trauma and abuse to little children and teenage girls. And quite bluntly I would also be concerned about teenage boys who are straight and \"unpopular\" being bullied by \"strong jocks\" forcing them to use the girls bathroom. This is also strongly against a trusting parent/child relationship and Christianity. Why not just make some individual bathrooms?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93121", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93121\nTitle: Transgender policy\nBody:\nWhere's the science behind this? There are only two genders. Male and female. You are what your DNA says you are. You are promoting confusion. It's is your job to teach factual biology not make believe tales. Thank God my kids are out of school but I'll make sure my grandkids do not attend public indoctrination camps. And the teachers and faculty that go along with this nonsense should be ashamed of their selves.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93122", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93122\nTitle: Strongly Agree\nBody:\nPublic schools are a place where all children should feel accepted and valid, regardless of their race, sexuality and, yes, gender identity. Federal, state, and local governments all have an OBLIGATION to support the children within the education system, and Virginia is no exception. Parents who are opposed for religious reasons have alternative schooling options. Religion and school are kept separate for a reason. Locker rooms shouldn't be a concern as they are monitored by school staff. \"Predators\" can exist as any gender or sexuality, so keeping them out of the restroom they identify with really only affects them. Along the same lines, there is no evidence that has shown transgender people to be more likely to be predators, nor has there been evidence to show that there has been predators who pretend to be transgender for these reasons. I believe public institutions should treat everyone the same, especially when it's somewhere they're forced to be. And thinking anything less is the least patriotic, least free thought anyone could have about this issue.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93123", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93123\nTitle: Strongly oppose\nBody:\nStrongly oppose gender promotion in tax payer funded schools for the protection\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93124", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93124\nTitle: Strongly Support\nBody:\nI strongly support the guidance. As a member of the GLBTQ community and having experienced bullying and harassment as a student growing up I strongly support any policies that make our schools a safer place for transgender and non-binary students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93125", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93125\nTitle: (Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nBody:\nStrongly oppose this mode of thinking.  It's short sighted.  You should be able to see the Pandora's Box of woes that it will bring.  Instead of making things easier for children, you're welcoming them into a downward spiral of confusion and misery in living life.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93126", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93126\nTitle: Strongly oppose. Creates a punitive environment.\nBody:\nViolates the 19th Amendment to the Constitution. I’m disappointed. I thought we were last this, but here we are, 100 years later...\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93127", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93127\nTitle: Treatment of Transgender Students\nBody:\nNo response to this email is necessary. Thank you for the opportunity to share. I am opposed.  God created man in His image and assigned to each person our gender.  It is not our decision and to promote gender change should be kept out of our schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93128", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93128\nTitle: Transgender Policies\nBody:\nI am strongly opposed to any policy that ignores the natural biological gender of an individual.  If they are biologically male then they are male and should be referred to as such.  If they are biologically female then they are female and should be referred to as female . The state of Virginia should stop this nonsense and stay as far away from the transgender ideology as possible.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93129", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93129\nTitle: strongly oppose\nBody:\nI would like to be able to write something that would convince everyone that this is such a terrible idea and will open the doors for so much hurt and discrimination of children that do believe they are male or female. This is already happening to kids who do not agree with the new norm. The confusion of our young children and loss of parental guidance will be overwhelming. I do not know why we want the school system raising our children and teaching them our values. I really don't think anything anyone writes here will change the minds of people though. I just wanted to go on record as being opposed to this . l I pray for our school system and the children of today. God helps us all.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93130", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93130\nTitle: No\nBody:\ni most definitely do not want this allowed anywhere! There are to many sick people out here that will take advantage and go into what ever bathroom! Boys should stay in boys and girls in girls bathrooms. If your a person with a gender set that you where not born with then use the one you where born with not hard and doesn’t cause any harm to u or anyone else. Causes all these bad things of peepers and wrong part touchers or even rapest to keep away! Don’t allow them to be able to go into the opposite bathroom!!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93131", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93131\nTitle: Strongly Disagree\nBody:\nI do not even see how this should be voted on.  Talk about overreach.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93132", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93132\nTitle: Oppose\nBody:\nI oppose this\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93133", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93133\nTitle: oppose\nBody:\nBigotry and discrimination should be condemned and legislation should be created to protect the weak. But this model policy does none of that. By continuing the sexual confusion in our adolescents the VDOE is not helping transgender students but is simply harming all students. By allowing students to create a vision of their own gender identification, we are creating a school system that will lose any sense of sexual identity and sexual difference. This false reality will not only confuse our kids, but it will harm many.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93134", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93134\nTitle: Absolutely not!!!!\nBody:\nPlease say no! I am not agents anybody not of different genders or skin color but this is just asking for trouble! There are to many peepers, touchers, dirty talking/minded, sexually assaulting people out there! I don’t want to worry about my children or myself or anyone for that matter being wrongly looked at or touched or even video taped in the bathroom! Say NO! It doesn’t harm the transgender or anyone else to use the bathroom of the gender they where born with and it keeps them and everyone else safe and away from all the wrong that would come from this! If they wanna do something like this have a offset bathroom for both genders but allow the usual two that are strictly for boy and girl!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93135", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93135\nTitle: Va Policy for Transgender Students\nBody:\nOppose\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93136", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93136\nTitle: Oppose Va policy for transgender students\nBody:\noppose!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92534", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92534\nTitle: Support\nBody:\nI am writing in support of the Model Policies on the Treatment of Transgender Students, because I believe all students should have equal access to education where they can thrive and reach their full potential. my 18 yo nephew was murdered 3 years ago today.    He was openly gay and killed by a (closet bisexual) openly homophobic older man  he was bullied in school and never felt part of any group.  Maybe,  just maybe if schools were tolerant he would still be alive.  Maybe if schools taught tolerance and equality the murderer would have not hated himself and killed Cole.  Every child deserves equal love, support, and education from all teachers. To some people equality threatens them,  to others it is life and death.   While the average life expectancy of a trans person is up for debate, we call all agree it is not that of a cisgender.  If school equal rights can change that, why wouldn’t we consider the change. Every small step counts.  We are all humans.  Please consider my nephew and other LGBTQ as humans not sexually charged freaks. Thank-you, Sarah Campbell\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92535", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92535\nTitle: Strongly Support\nBody:\nEnough of the religious indignation - they are human beings who have rights, too. Inclusivity helps everybody adjust to and appreciate what they aren't going to be able to erase with the verses from a holy book they've choosen to interpret their own way. I served for all Americans to have equal rights.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92536", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92536\nTitle: Strongly Support these measures\nBody:\nThank you for considering these measures to ensure the safety and well being of all students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92537", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92537\nTitle: Strongly Oppose\nBody:\nI am opposed to any special treatment or provisions for transgender people.  I don't dislike or \"hate\" gay people, or any person if they choose to become transgender.  I, myself am a flawed person with plenty of my own shortcomings, but the desire to become transgender is clearly a sign of being deeply insecure and/or confused at their core being.  What I would be in favor of would be our state and federal agencies helping with counseling for those who are at risk of falling prey to such a destructive way of life.  Sadly, there are so many underage children who are deceived by their own parents and peers who steer them toward becoming transgender.  So sad and such a deception.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92538", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92538\nTitle: Very strongly oppose VDOE Transgender policies\nBody:\nAs a former high school coach, I strongly oppose the VDOE policies for the treatment of transgender students in the public school system.   I believe adopting the proposed transgender policies would eventually mean the end of girls' high school sports as we know them.  And the physical safety of girls as well as the emotional stability of all students would be endangered.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92539", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92539\nTitle: DOE Proposed transgender policies\nBody:\nI and my family are totally opposed to the new proposed transgender policies by the DOE.  What are you thinking?  Parents are at the center of decisions regarding their child and this new policy completely bypasses them.  I would not want my daughter changing clothes or going to the bathroom in the presence of a biological male or the reverse for my son.  You all have gone off the deep end if you think we are going to stand for this. In addition if I were a teacher I would not want my job jeopardized by the inadvertent use of an incorrect pronoun on such a fluid thing as gender identity which on any given day can change without my ever knowing about it.  Please grow a brain and reconsider this dangerous and ill-advised policy change. Thank you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92540", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92540\nTitle: Very strongly oppose VDOE Transgender policies\nBody:\nAs a school nurse I know how confusing sexual identity can be for students.  They want clarity, not more confusion.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92541", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92541\nTitle: Oppose  Dept. of Education Proposed Transgender Policy\nBody:\nI strongly oppose the Virginia Dept. of Education's seeking to impose a transgender policy on public elementary and secondary schools.  Forcing schools to allow boys to use girls' bathrooms, and vice versa, and teachers to have to use 'preferred pronouns' for confused children is asking for more mental and emotional confusion in our children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92542", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92542\nTitle: Strongly Support\nBody:\nOur children, whatever their needs, require schools to support them and to have plans to meet their unique needs.  Children spend hours a day in school and how safe they feel at school dictates how well they learn and their future success.  These recommended policies will ensure our children have the space and acceptance to be who they are and to have their needs met.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92543", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92543\nTitle: Strongly support\nBody:\nOur children, whatever their needs, require schools to support them and to have plans to meet their unique needs.  Children spend hours a day in school and how safe they feel at school dictates how well they learn and their future success.  These recommended policies will ensure our children have the space and acceptance to be who they are and to have their needs met.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92544", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92544\nTitle: The plan needs a lot of revision\nBody:\nEveryone should be treated with dignity and respect, and no one should be subjected to harassment.  That being said, this policy has some glaring issues: Page 11, para 2: “Regardless of the circumstances, the school should support the student’s need for privacy and not disclose a student’s gender identity to other students or parents.” Not informing the parents.  I could see this maybe for a HS kid, but what about the younger ones?  You really want to keep parents in the dark about stuff their child may be going through in elementary school. Page 12, para 2: “School divisions should accept a student’s assertion of their gender identity without requiring any particular substantiating evidence, including diagnosis, treatment, or legal documents.  A student is considered transgender if, at school, the student consistently asserts a gender identity different from the sex assigned at birth.  This should involve more than a casual declaration of gender identity, but it does not necessarily require any substantiating evidence nor any required minimum duration of expressed gender identity” Which is it?  The student needs to be consistent, or they do not need to provide any required minimum duration of expressed gender identity? Page 17, Para 2: “School staff should not confront students about their gender identity upon entry into the restroom” So no time in gender requirements (see page 12 para 2), and no questioning, I could see a few lawsuits heading your way VDOE. Page 13, para 1:  “In the situation when parents or guardians of a minor student (under 18 years of age) do not agree with the student’s request to adopt a new name and pronouns, school divisions will need to determine whether to respect the student’s request, abide by the parent’s wishes to continue using the student’s legal name and sex assigned at birth, or develop an alternative that respects both the student and the parents.” This is not your lane VDOE.  This is a family concern. Page 16, para 2: “It is important that school divisions adopt policies and procedures that are focused on the safety of all students and seek to address privacy interests in situations involving individuals undressing or showering.” Agree. Page 17, para 1:  “Students should be allowed to use the facility that corresponds to their consistently asserted gender identity.” Wait what?  Did you read page 16 paragraph 2, or page 12 paragraph 2?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92545", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92545\nTitle: Transgender Students in Virginia's Public Schools\nBody:\nPlease reject the Model Policies for the Treatment of Transgender Students in Virginia's Public Schools as they are harmful to children and undermine the rights of parents and families.  Thank you\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92546", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92546\nTitle: transgender leg\nBody:\nIam strongly opposed support of transgender ed and acceptance\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92547", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92547\nTitle: Strongly support\nBody:\n[No body text provided]\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92548", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92548\nTitle: Focus on Education\nBody:\nI want my kids to go to school to learn how to read and write. I want my kids to learn how to do math, learn about history and science - the foundations. I agree that all people deserve to be treated with kindness and respect. Teachers in the school system have enough pressure and responsibility to education a classroom of 20-30 children at a time. To enter this topic into the equation and have all this policy change makes no sense. The government is trying to get way to involved in the nitty gritty. I oppose these new policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92549", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92549\nTitle: Very Strongly Oppose VDOE Transgender Policies\nBody:\nSeriously? \"biological male using same facility as daughter\", \"all students use any bathroom they choose\", \"parents who encourage their child to embrace God given sex are at risk of child abuse\".  What is the matter with your common sense? How can you put children through such a thing? Where is your sense of moral behavior or protection of children's modesty? How can you say you appropriately represent voters in this state?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92550", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92550\nTitle: Oppose this  policy\nBody:\nI believe adopting the proposed transgender policies would eventually mean the end of girls' high school sports.  And  the emotional stability of all students would be endangered.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92551", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92551\nTitle: Oppose this destruction of the family\nBody:\nParents should train the child and school support the parent not the other way around.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92552", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92552\nTitle: Transgender in schools\nBody:\nI oppose trangender policy in schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92553", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92553\nTitle: I am against this policy\nBody:\nThis policy of hiding information from parents will be detrimental to the children's development, the elevation of teachers' control (without the love and the compassion and understanding needed to deal with the emotional needs of children) and breakdown of the family unit.  Secrets never help.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92554", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92554\nTitle: Oppose the policy -- teachers do not know my child\nBody:\nAny parent/parents with emotional, ethical and moral maturity mindset know that their knowledge of what is best for their child,  or have the time to deal with the underlying   issues.  There must be deeper problems here if child has to hide truth from parents.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92555", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92555\nTitle: School Transgender Policy\nBody:\nI do not approve of the guidelines proposed for how schools handle the transgender issue. God has given parents the responsibility to raise their children.  For them to be denied the knowledge of issues in their child's life at school is to deny them a basic right.  Children are very vulnerable and for the majority of children in schools under such regulations there will be cause for much confusion, fear and anxiety every day that they go to school if they will have to be exposed to what you suggest in the restrooms and locker rooms.  Imposing these regulations on teachers and students will surely produce children who are mentally and socially unstable, and cause many good teachers to leave the profession.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92556", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92556\nTitle: boys joining girls' teams will wreck the programs\nBody:\nIf your daughter is working hard at learning and strengthening for a sport and a group of boys join the team who are better equipped physically, this will seriously damage my child's spirit of competition and school spirit.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92557", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92557\nTitle: Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nBody:\nI strongly support the model policies for transgender youth. Transgender rights are human rights.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92558", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92558\nTitle: SUPPORT VDOE Model transgender student policy\nBody:\nI strongly support the Virginia Department of Education's model policy for the protection of transgender and other non-binary students in Virginia public schools. Like all students, these students deserve the chance to get an education free of harassment and discrimination. My support is grounded in my Unitarian Universalist faith, which supports \"the inherent worth and dignity of every person.\" Thank you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92559", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92559\nTitle: Support Trans Youth\nBody:\nAs the Mother of a spectacular 15-year old trans boy, I encourage the adoption of these common sense guidance.  Ensuring that ALL children are kept safe, treated with respect and support should be the objective of every parent.  I want my child to thrive AND I want EVERY child to thrive.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92561", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92561\nTitle: Strongly oppose\nBody:\nI oppose this policy that is set to go forward. This is NOT the schools system duty.  This is wrong on many levels. I OPPOSE!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92562", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92562\nTitle: School Counselor emphatically supports!\nBody:\nAs a school counselor, I see the strong need for a policy such as this. For some students, it could literally be a matter of life and death. Suicide rates and mental health issues are MUCH higher in LGBTQ+ youth typically related to a lack of support systems. For those that oppose this policy, please consider that all individuals have the right to explore their identity and that is a big piece of what this policy is about...supporting young people and providing a safe space as they determine who they are.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92563", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92563\nTitle: STONGLY OPPOSE\nBody:\nPlease consider our women and girls. Once again women are not being treated fairly. Not only is the safety of our girls being compromised, but their ability to fairly compete in sports is being taken away. I'm appalled that this is even being considered. Where in the world is common sense anymore?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92564", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92564\nTitle: Absolutely disgusting.  God gave us genders. Strongly disagree\nBody:\nAbsolutely disgusting.  People need to read your Bible's God gave us a gender when we are born .\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92565", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92565\nTitle: Strongly OPPOSE Transgender Policy\nBody:\nGender does not determine sexual preference. During a time of such growing, forming, and changing in our children's lives, they should not be allowed in the same locker rooms/bathroom with opposite anatomy. If any penises are allowed in girl's locker rooms and lusty eyes are allowed to watch our daughters in a state of undress, irresponsible! And having a daughter who was bullied, I know the lack of teeth the school has for dealing with any kind of bad behavior. Biological boys should not be allowed to compete with biological girls in sports. And any school that refuses to talk with parents about their child's mental health should be sued for every last penny. Schools are supposed to be helping us raise our children in a cooperative way. Parents should be notified if their child feels uncomfortable at school for ANY reason. I think this will be detrimental to both sis and trans kids. Yes, protect children who believe they are the wrong gender. But do not do it at the detriment of them, their parents, and all the other children. Reform these policies, or scrap them.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92566", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92566\nTitle: STRONGLY SUPPORT!\nBody:\nI strongly support the draft model guidance. These policies, as drafted, do not fringe on any students' rights while affording basic civil rights to transgender/nonbinary/gender fluid/diverse students. We must support all students, and these policies do just that.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92567", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92567\nTitle: Strongly oppose VDOE draft policy for the treatment of transgender students\nBody:\nWhile I affirm the dignity of all people, I strongly oppose the VDOE draft policy on treatment of transgender students for several reasons. The policy includes inaccurate statement of the law in the “Related Laws” section.  The Supreme Court has not yet interpreted the Equal Protection Clause of the Constitution to include gender identity or sexual orientation as a protected class.  These protections do exist in some of the other laws quoted in the policy. The group developing the policy did not reflect the principle of diversity and inclusiveness it purports to champion.  In addition to the many professional educators, a number of LGBTQ advocacy group representatives were included.  However, the group clearly did not seek to include viewpoints, such as religious groups, that need to be considered in this conversation.  Only a policy that is developed after being informed by all viewpoints, whether or not those views are ultimately adopted, will ultimately be fully supported by students, parents, and school staff. The policy would allow a transgender person's expression of their gender identity at the expense of the other students' right to privacy.  Unless school districts will have coeducation locker rooms with individual changing stalls, and bathrooms similarly configured for privacy, a heterosexual young man or young woman will be compelled to undress in front of someone who, while they may identify with one gender, nonetheless maintains the physical characteristics of another gender.  This will cause embarrassment, and perhaps even trauma, on many, many students.  Any government policy to accommodate transgender students may not be at the expense of the privacy rights of other students. Schools would be prohibited from notifying parents if a biological male is using the same changing facility as their daughter that was designated for girls. “In addition to adhering to all legal standards of confidentiality, school personnel shall treat information relating to a student’s transgender status as being particularly sensitive, shall not disclose it to other students and parents, and shall only disclose to other school personnel with a legitimate educational interest.” (Draft Policy, p.12) All students will be allowed to use any bathroom or locker room they choose, without being questioned by any school administrator or faculty, eliminating privacy and safety of students in states of undress. “Access to facilities such as restrooms and locker rooms that correspond to a student’s gender identity shall be available to all students.” (Draft Policy, p.18) “School staff should not confront students about their gender identity upon entry into the restroom.” (Recommended Standard, p.18) The policy unreasonably interferes with the rights of parents to raise their children with a worldview that is informed by religious beliefs.  This is not to say that public schools cannot teach about transgender.  However, parents need to be involved in any conversations about sexuality, particularly in elementary school age children and adolescents.  Under draft policy schools will be permitted to help a student explore, facilitate and make decisions regarding their gender expression of sexual identity while at school, without a parent even knowing.  Parents who encourage their children to embrace their birth gender could be at risk of being reported for child abuse or neglect by the school. “School staff should be prepared to support the safety and welfare of transgender students when their families are not affirming. … Whenever school personnel suspects or becomes aware that a student is being abused, neglected, or at risk of abuse or neglect by their parent due to their transgender identity, they should report those concerns to Child Protective Services immediately.” (Recommended Standard, p.13) “School divisions will need to consider the health and safety of the student in situations where students may not want their parents to know about their transgender status … There are no regulations requiring school staff to notify a parent or guardian of a student’s request to affirm their gender identity...” (Recommended Standard, p.12) Finally, the policies provide absolutely no exceptions or accommodations for a student or teacher whose religious faith, conscience, or understanding of biology and sociology prevents them from being able to go along with the “transgender” ideology and policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92568", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92568\nTitle: oppose this policy of undermining the family\nBody:\nOppose school intrusion into the family\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92569", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92569\nTitle: Trangender policy in schools\nBody:\nSTRONGLY AGAINST\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92570", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92570\nTitle: strongly disagree\nBody:\nThis is disgusting I strongly disagree\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92571", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92571\nTitle: STRONGLY OPPOSE- protect our school children\nBody:\nYou need not look any further than the absolute corruption in our society to see that mixing girls and boys in locker rooms, bathrooms, etc. is a bad idea for regular students just wanting to play sports, go to the bathroom, etc. Why not have a single locker room which is gender neutral, in addition to the men's and women's SINGLE SEX locker rooms/bathrooms? This protects the gender-confused person and the straight ones. Please don't impose a sexual slippery slope on our children. I know that when we give the state a little, you will take a lot.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92572", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92572\nTitle: STRONGLY OPPOSE transgender policy.\nBody:\nFor these reasons, please safeguard the physical and emotional health of our children by vetoing the proposed transgender policies. Requiring school staff to facilitate a student’s feelings regarding gender expression without the knowledge of his/her parents, is an egregious power grab by the state and undermines the God-given authority of parents to insure their children’s welfare.  Children live with parents precisely because they lack maturity and experience. Allowing students to have access to the bathroom of choice exposes girls, in particular, to all kinds of sexual violations. It is the business of public schools to facilitate the development of intelligence and instruct students to become productive members of society.  The school should not be in the business of promoting highly controversial social policy. From a scientific viewpoint, children’s frontal lobes are highly undeveloped.  To allow or even encourage them to make irreversible hormonal and surgical decisions is incongruous, heightening their risks of heart attack, stroke, diabetes. Lastly, these regulations provide no exceptions for those who disagree with them.  I urge you to guard the wellbeing of our children by refusing to adopt the new proposed policies.  Thank you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92573", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92573\nTitle: STRONGLY support\nBody:\nI strongly support the draft model guidance. As drafted, these policies do not fringe on any students' rights while affording basic civil rights to transgender/nonbinary/gender fluid students. We must support all students, and these policies do just that. Transgender/nonbinary/gender fluid students deserve a classroom free of harassment and discrimination, strong protections from bullying and consequences for those bullying them, and the other basic protections afforded by these policies.  Thank you for keeping our children safe and treated in a manner which supports every student in achieving his, her, or their success.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92574", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92574\nTitle: This policy will NOT protect LGBTQ children\nBody:\nStudents who are LGBTQ-confused should not be encouraged to act out in these various sexualities, but should be empowered to identify the way they were created with counselors that encourage them in the ways of virtue . A co-ed locker room is only adding to their sexual confusion and will therefore create more mental health problems. I'm seriously concerned about the mental health issues in these poor confused children, and think that a gender-neutral locker room is the answer.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92575", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92575\nTitle: Transgender School policy\nBody:\nStrongly Oppose!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92576", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92576\nTitle: New transgender policies: ignorance or cowardice?\nBody:\nAre we too dumb to follow the science? Or are we simply being cowed by political correctness? Have we thought through the ramifications of these policies?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92577", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92577\nTitle: Oppose in the strongest terms\nBody:\nI’m all for equal rights for every single child, and I’m extremely anti-bullying. That being said, please use some common sense. This is a terrible idea, and it will lead to dire consequences. Bathrooms are based on genitals, not gender identities. Common sense idea: Build private bathrooms for those who don’t feel safe using the communal bathrooms. That’s the real issue here: safety. No one deserves to be bullied, and no one deserves to feel unsafe - especially when using the bathroom. I could tear this whole proposal apart point by point, but this is the only thing that really matters to me in the long run. I don’t agree with any of these proposed changes to school policy, except for the idea that we should be working to improve the safety of the school for the good of our children. If you really want to do some good for the children, actually enforce your anti-bullying rules and stop letting violence go unpunished.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92578", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92578\nTitle: From a transgender student...\nBody:\nAs drafted, this policy gives what I wish I had while growing up in Fairfax County Public Schools. This policy will protect and help transgender students, without infringing on the rights of cis students. This policy will protect transgender students from discrimination, as well as giving cis students more resources to educate themselves and be more mindful of their friends. This is a wonderful policy, and I support it whole-heartedly.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92579", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92579\nTitle: Supporting Trans Youth\nBody:\nHi, to anyone who reads this. As someone who attended FCPS from secondary school onward, I think that this policy will be very beneficial to trans students, their families, and to their friends and allies. This guidance will allow trans students to feel safe, welcome, and protected in their school environment. Guidance creates an avenue through which understanding can be found for school faculty too, so they can make decisions that empower students. Discrimination and bullying are very real, and I am pleased that FCPS could have this in place for future students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92580", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92580\nTitle: Strongly Oppose the VDOE draft Transgender policy\nBody:\nStrongly Oppose the VDOE draft Transgender policy\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92581", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92581\nTitle: There's a reason mental health continues to deteriorate in this nation\nBody:\nThere's a reason mental health continues to deteriorate in this nation. Supporting policies like this only act to worsen mental health for kids and societies as a whole, and will lead to increased self-harm due to kids experiencing heightened cognitive dissonance based on how they were raised and society trying to change their beliefs and throw out Christianity. I will find an alternative school system for my future children before I will allowed them to be polluted with sinful ideology propagated by an inept school system.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92582", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92582\nTitle: THIS HARMS GIRLS.\nBody:\nThese outrageous, disgusting proposals deny basic biology, human nature, and common sense. How dare the schools allow adolescent males into ladies' bathrooms? What is to prevent a man from \"identifying\" as a woman so he can go assault one of them? Our sisters and daughters will never be able to enter a restroom without fear of being preyed upon by the opportunistic sex predators this document empowers.  Are its writers blindly naive or diabolically malicious?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92583", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92583\nTitle: SUPPORT VDOE Model transgender student policy\nBody:\nI strongly support the VDOE model policy for the protection of transgender and other nonbinary students in Virginia public schools. Like all children, these children deserve the right to obtain an education free of harassment and discrimination. My viewpoint is grounded in my Unitarian Universalist faith, which supports \"the inherent worth and dignity of every person.\" Thank you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92584", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92584\nTitle: Regarding Justice\nBody:\nAs a former student of Fairfax County Public Schools, I think it important that all children of future generations be granted the opportunity to experience education without discrimination because of who they are. I will posit this as a question of justice. Justice, per St. Thomas Aquinas, is found in pursuing the good of others. How, then, might these policies in support of transgender students bring about justice? Let us first consider the good of transgender students. It is surely to their good that they be treated with dignity and inherent self-worth, like all other students. It is to their good that their gender identity not be made a point of judgment or disapprobation. It is to their good that not be judged for the bodies into which they were born nor over which they have much control. It is to their good that it is made clear that society values them for who they are as opposed to who others might prefer that they be. It is to their good that they not be forced to repress their true selves to their own physical, emotional, and psychological detriment, even to the point of suicide as is the case for too many transgender members of our society. For non-transgender students, it is to their good that they learn to be accepting and tolerant of those that are different from them. It is to their good that they not grow up around societal structures that reinforce prejudices, particularly those rooted in identity. It is to their good that they examples of positive inclusion. It is to their good to see others thrive when they are given the chance to do so. For teachers, it is to their good that they not be asked to enforce unjust and irrational policies that injure a portion of the students in their care. So, I will say that it is, as much as it is anything else, in the interests of justice to pursue this policy. I am in support.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92585", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92585\nTitle: Strongly opposed to proposed policy\nBody:\nI am strongly opposed to the DOE proposed transgender policy.  I will not send my child to a school that withholds information about my child, or has conversations privately without my consent with my child that are outside of our religious beliefs.  I will not be removed from my child’s life and have my duties as a parent removed by a government institution.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92586", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92586\nTitle: VDOE transgender proposal for schools\nBody:\nMy husband and I strongly object to the VDOE draft proposal of a new policy regarding transgender ideology in our schools It would interfere with parental rights and responsibilities, puts more stress on teachers and students alike (re pronouns and names in everyday speech),privacy issues regarding bathroom and locker room facilities, even proposes to enforce clothing issues. In addition it disregards the sensitivities of teachers, students and administrators whose religious faith or conscience prevents them from accepting the “transgender “ ideology. All people regardless of their inclinations are entitled to safety from bullying and harassment but the policy is extreme and unacceptable.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92587", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92587\nTitle: Strongly oppose!\nBody:\nStrongly Oppose!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92588", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92588\nTitle: Strongly Support\nBody:\nI strongly support the measures outlined by this policy proposal. Young transgender people experience hoards of violence and discrimination in all aspects of life and their schools should be doing all they can to support them. Protections like these are long overdue.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92589", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92589\nTitle: Strongly Oppose\nBody:\nMy husband and I strongly oppose the VDOE implementing this transgender policy. The government has no right to step into the role that parents have been given to guide their children in these types of matters.  Also, what are you even thinking allowing both genders to use the same bathroom?  This is going to lead to all kinds of other issues!  We need to be protecting our children, not caving to those who want everything politically correct.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92590", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92590\nTitle: STRONGLY AGREE\nBody:\nTRANS RIGHTS ARE HUMAN RIGHTS. EVERYBODY PEES.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92591", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92591\nTitle: Oppose Proposed Virginia Public School Model Policies for Treatment of Transgender Students\nBody:\nI oppose the proposed Virginia public school model policies for treatment of transgender students for the following reasons: a disregard of science, lack of common sense, overreach, and a lack of ability to stop students from taking undue advantage of such policies. First, all persons, including students, deserve to be respected and treated civilly.  Opposition to these proposed policies does not mean opposition to respect and civil treatment of human beings.  Schools should foster environments in which students, teachers, faculty, and staff are all respected and treated civilly. These proposed policies disregard basic recognition of science.  Persons are not \"assigned\" a sex at birth, as is written throughout this document.  Persons are innately male or female, and are coded as such in their very own, unique DNA.  No ideas or ideology can counter this basic fact.  Scientific studies have also demonstrated innate differences that can be observed between male and female behavior, which has led to much consideration and justification for increasing female participation in myriad aspects of society that have been historically lacking.  Such observations acknowledge a basic difference between males and females that cannot be disregarded, ignored, or pretend it does not exist.  While the anthropological understanding of \"gender\" typically corresponds with a spectrum of how males behave and how females behave, it does not eliminate the difference and distinction between males and females. The proposed policies lack application of common sense.  When I was in college in the last twenty years, I heard others say often enough that it was acceptable for a college freshman to have not yet declared a major even after the majority of others in the class had, since that person was \"young\" and did not yet know what that person wanted to do in life.  That comments suggested there was a state of maturity that had yet to develop for a decision that many consider to be life-long and life-changing.  By the same token, when a young child (be it 2 years old, 5 years old, or older) says to a parent \"I'm a dog\" or \"I'm a fire fighter\" or \"I'm royalty\", parents and adults know not to treat that child as actually being what that child declared, knowing the child is either playing or in need of instruction for why the child is not actually any one of those things.  When students in school assert to be a different sex (or non-sex) than that person actually is (scientifically, immutably), the school system should be respectful, but apply the basic recognition that the student is not yet fully matured (again, scientifically) and frankly is incapable of making that determination.  More likely is that there are other factors in that person's environment that have impacted the person in a way that would lead to such a declaration.  The student is not best served by the school's immediate, dogmatic acceptance of such a declaration and the resulting actions these proposed policies suggest must take place. The proposed policies present dramatic overreach of authority.  The policies do not allow for any employee to refuse to accept a student's declaration of being something other than their scientifically established being.  Almost assuredly, there are employees who have genuine concerns about the impact these policies might have on student development, and not because of ignorance or notions of male and female behavior that may be deemed as outdated.  The school system is abandoning their employees if these proposed policies were to be put in place.  In addition, the proposed policies replace the rightful authority of parents.  In fact, the proposed policies replace the rightful authority of parents and the school system by placing all power in the hands of students, who can dictate whatever one pleases with respect to their gender or sex without any challenge or question.  These proposed policies go beyond basic respect, they abdicate responsibility. These proposed policies also have no mechanism for preventing students from taking advantage of the proposed policies.  While there is a reference to \"consistent\" insistence on one's gender or sex, any one who has been in school, has taught in school, or knows of someone that has served in a school system will be able to tell you that there will be students who will take advantage of such policies.  For example, there could be males who will assert to be female to gain access to facilities or organizations that are restricted to females, potentially with malicious intent.  Females could be marginalized if males who identify as females decide to compete in female sporting teams. Public schooling was established in our democratic society to educate and ensure a robust republic for the people and by the people.  The underlying premise is that a person is not inherently knowledgeable or disciplined and is need of instruction and direction – of formation.  As written, these policies are not about basic civil behavior.  Instead, they assume the student to be irrefutably correct about human sexuality and condition, without need of instruction or formation from educators and parents.  If true on those topics, then presumably a student could assert to be irrefutably knowledgeable on any subject that is taught at the school.  If policies like the ones proposed here are put in place, the school system would be hard pressed to disagree based on objective (i.e., scientific) measurements like tests or fact-checking, since the students knows best.  If it is good for the goose, then it is good for the gander.  These proposed policies are contrary to the fundamental purpose of schools – to educate.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92592", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92592\nTitle: strongly support!!\nBody:\nstrongly support!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92593", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92593\nTitle: This is wrong and should not be passed\nBody:\nI am opposed to this policy. This isn’t helping children to learn, having nothing to do with a child’s fundamental learning of math, English, science, etc This also totally undermines the women’s rights movement and will remove their title 9 sports. it doesn’t help parents if they cannot help their children\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92594", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92594\nTitle: Oppose! Goal: Preserve Innocence & Promote Mental Health\nBody:\nThis transgender policy focuses on appeasing and promoting a small percentage of children with gender dysphoria while simultaneously disregarding the rights of privacy and protection of the majority of children. Developing children deserve school environments that promote healthy and comfortable restroom/locker room privacy based on biological gender. If a male custodian identifies as a 4th grade female, will he then be permitted to utilize the girl's restroom? I hope we'd all be concerned about that, but according to your backing principles of the transgender policy, the answer would be yes because you're blurring the lines of appropriateness to promote mental illness. Please give consideration and protection to ALL students! For students with gender dysphoria, allow them the restroom/locker room option with children that have the same anatomy OR work to create a stand alone restroom/locker room for their peace of mind. Just like the \"family\" restrooms at many stores. This policy also creates a dangerous loophole that allows school faculty to bypass the primary leadership of the parent that has a child with gender dysphoria. This is unacceptable. Parents have complete authority to guide and direct their children on all social and moral matters without the interference of any conflicting guidance from school officials. School officials should only provide support or special care based on parental input and request. Please create a policy that doesn't seek to incorporate a few while disrespecting the majority. And please recognize that parental authority, when it comes to their child and gender dysphoria, is what is best for each individual and unique child.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92595", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92595\nTitle: strongly support\nBody:\nppl who oppose are dumb.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92596", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92596\nTitle: Strongly Support\nBody:\nWe must treat transgender students with the same respect we treat everyone else. They are the only ones that know who they are, and they should be treated accordingly. The suicide rate for trans kids is comparable to their cis peers, when the trans kids are supported by their school and community. It is not the trans kids that pose a danger in bathrooms; it's the bullies that pose a danger to trans kids. The more they are accepted and allowed to be themselves without everything being \"a big deal\" the less anyone will notice or care what bathroom they are using. Most students are already accepting of their LGBTQ+ peers, and so are most teachers. Let's make it the official policy, so that trans kids can be free to be themselves, and spend their time at school learning, not hiding.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92597", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92597\nTitle: Reject Model Policies on Transgender that will cause serious harm to children and undermine families\nBody:\nAs a social worker counseling adolescents for four decades, I am appalled by the lack of understanding of adolescence and child development in the VDOE “ Model Policies.\" The VDOE document advances a political goal and does not address the needs of students suffering gender dysphoria.  The Committee does not include persons with direct professional clinical experience of gender dysphoria.  It includes political advocates.  Only one person is designated as a “Parent” representative.   There is no one from the Faith Community to address the critical spiritual needs of students.  Without the spiritual, a complete view of the reality of gender dysphoria is impossible.   The number of students who identify as transgender is growing because of social contagions, but the numbers are still relatively small. It is unlikely that school mental health representatives are experts in the area of gender dysphoria. The law mandates the development of the Model Policies to assure a safe learning environment of transgender students free from discrimination.  Schools should already be assuring this with every student.  Policies are in place to allow for Individual Educational Plans (IEPs) for any student.  Schools are required to respect and support these IEPs.  Until now, IEPs have been initiated by a competent adult (parent, professional specialist, school personnel, etc.) and are developed in agreement with the parent and team of professionals.  They often require professional referrals. They are not the result of a student request for special accommodations.  The Model Policies only require that the demands of the student should be persistent, not fleeting.  This capitulation shows a lack of understanding of adolescent and child behavior and puts teachers and other school personnel at risk to the tyranny of students seeking attention. Mental health practitioners always know the latest fad taught in Family Life Education/Health (FLE) classes or in popular books/movies/social media because of the rash of adolescents, usually girls, presenting with the problem being discussed in school.  These social contagions or “mob madness” are well documented and often the impetus for the VDOE adding topics to the FLE curricula.  Social media has exacerbated the problem of social contagion and the latest is Rapid Onset Gender Dysphoria, occurring after extended periods of watching social media of dynamic self-described transgender social influencers.  With the lockdown of schools and increased social isolation, social contagions caused by social media are skyrocketing. I have witnessed the heartaches caused by other fads:  false accusations of molestations from “recovered memory”, “cutting”, Anorexia Nervosa and bulimia, suicide, etc.  Plastic surgery to achieve the preferred \"body image\" of celebrity are not new: nose jobs, breast enhancements/reductions, buttocks enhancements, piercings, etc. Few individuals, child or adult, are satisfied with their body image – size, shape, etc.  Most grow out of it and accept their body.  For some, the fixation is greater and leads to dysfunction.  Adolescence is a time of discomfort for most and all are looking for the reason for their unhappiness.  The reasons and solutions are complex and cannot be addressed with Model Policies and certainly cannot be self-diagnosed by children and adolescents, or school personnel whose only exposure to gender dysphoria is indoctrination during “staff development” by political activists promoting radical gender theory, not scientific data.  The Model Policies are dependent on the premise that radical gender theory is proven and legitimate.  No data is provided to support this radical theory and no “evidence-based best practices” are included.  Asserting that the Model Policies are evidence-based without providing evidence, does not make it so.  Individual treatment by objective, qualified, professionals is needed for each student.  Support groups run by objective, competent professionals may be part of the response, but peer groups run by political advocates are directive to the outcomes of the biases of the leadership. Peer group acceptance is critical for adolescents to have a sense of well-being.  FLE curriculum warns against the negative effects of peer pressure.  All peer groups exert pressure, usually benign or beneficial, but sometimes destructive.  High-risk adolescents are particularly at high risk for negative peer pressure.  Agenda driven advocacy groups prey on vulnerable high-risk adolescents imposing a preconceived viewpoint on each individual seeking membership.  Groups led by peers are generally well meaning, but do not have the maturity, knowledge, competence, life experience, etc. to provide reliable advice or guidance to their friends, particularly on matters as serious and complex as gender dysphoria.   As a result, they can be dangerous as they steer students down the wrong road, misinterpret reality and undermine the helpful guidance and support of competent adults.   Adolescence is also a time of separation from parents and conflict is therefore common.  It is a necessary stage for children to secure their own individuality.  It requires moderating involvement of parents to provide some balance to the volatile emotions and experiences of adolescence and give an anchor of reality. The Model Policies recommend that politically motivated groups be used as a resource for information and support, even in opposition to parents.  Competent professional counselors are always on guard for the pitfall of transference and countertransference.  Advocacy groups do not exercise the same cautions.  Tunnel vision is always a danger in counseling.  “If your only tool is a hammer, everything looks like a nail.”  Adolescence is a complex stage of development and cannot be reduced to a single issue, but students who are legitimately in emotional/psychic pain can reasonably, if not rationally, conclude that the etiology of their pain is the ... [truncated]\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92598", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92598\nTitle: Support Proposed Protections For Transgender Students\nBody:\nAfter reviewing these guidelines, I believe they provide reasonable and lawful support for transgender students. I appreciate the focus on protecting students' personal information as well as respecting their gender identity. One thing I found particularly compelling was the guidelines for fair and gender-neutral enforcement of the dress code: a provision that all female students have been waiting for since even I was in school. High school is difficult for all kids. Transgender kids have often had it worse, as both the system and their peers work against them. Bullies may not change, but the system certainly can by adopting these guidelines for teacher and administrative conduct. We should all support our children's right to be recognized and respected for who they are.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92599", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92599\nTitle: Strongly Support HB 145, SB 161\nBody:\nThere are so many difficulties young people face in today's world, gender identity acceptance shouldn't be one of them.  This legislation could help eliminate barriers to feeling accepted, and safe in the school environment, aiding in the creation of a true sense of worth and self. Kids can't learn if kids aren't in school and if a child or young person does not feel loved, accepted, worthy, safe, they find ways to avoid attending school.  This helps no one.  Why not create one less obstacle in these challenging times?  Why not take actions that might save lives and graduate happy kids?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92600", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92600\nTitle: Strongly Support Policy Protections For Transgender Students\nBody:\nIt is troubling to read so many comments that are transphobic and opposed to the policy. I strongly support this policy because it is critical for kiddos to feel safe and welcome in school. Using a student's correct pronouns and chosen name can make all the difference in their life, especially for students for which school may be one of the few spaces in which they feel safe. Discrimination against the trans community has lead to increased suicide rates and increased violence and it is so important to have policies in place to support and protect them.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92601", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92601\nTitle: Support - helping marginalized population\nBody:\nRE: Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools I strongly support this guidance document. The role of government is to help marginalized populations, including transgender and non-binary students. Until laws are changed, any marginalized students will suffer. Just like in Ibram X. Kendi's book, How to be an Anti-Racist , meaningful societal change will only come when laws and regulations are created and enforced. I sat in a local school board meeting with public comment on a similar policy, and was heartened by the large numbers of people who came to support transgender students, and was saddened by the people who spoke out of ignorance and fear. All Virginians deserve to be comfortable in schools, with staff who provide a supportive environment. This guidance document will help those like the young woman who is the subject of Becoming Nicole by Amy Ellis Nutt. I challenge anyone who is opposed to this regulation to read and reflect on the experiences of Nicole and her family and how so much heartbreak could have been avoided by school systems that were set up to provide the kinds of support in this document. My experience with children in elementary school is that they want to be inclusive of everyone in the rainbow community. I hope that the changing policies and regulations can change the prevalence of death by suicide in the LGBTQ+ community.  Being treated with dignity and respect in school will provide hope and a glimpse of how thing should be everywhere in our Commonwealth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92602", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92602\nTitle: Focus of Educating the Students\nBody:\nI strongly oppose the VDOE draft transgender  policy. Stick to teaching the basics and stop  indoctrinating the agenda du jour.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92604", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92604\nTitle: I support this !\nBody:\nI strongly support this. All students ( and people overall)deserve to be treated with respect and kindness. No one should experience bullying or harassment, especially in a place where kids deserve to learn and grow.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92606", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92606\nTitle: Support Policy\nBody:\nI support the policies that are being outlined here. It is important to highlight the importance of acceptance and tolerance from an early age. It is never the wrong time to teach the students of our schools the importance of accepting people, regardless of who they are or who they love.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92607", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92607\nTitle: Transgender Guidelines\nBody:\nAfter reading these proposals I was totally perplexed.  I couldn't find any connection with nature or reality.  Just one example is the requirement for teachers to use preferred pronouns, but if students can change their gender identity at any time without notice, how can anybody comply with this requirement?  Didn't anybody even consider this when they wrote the proposal? Another example is the requirement to allow boys who self-identify as girls to play on girls' athletic teams and use girls' locker rooms and bathrooms.  Is this for real?  What happened to social decency? You all need to scrap these silly ideas and go back to the drawing board and come up with something that reflects a reasonable and moral approach to treating transgender students compassionately and justly without disadvantaging straight students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92608", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92608\nTitle: Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nBody:\nA teacher’s job is to educate children and help them become good citizens.  Let them teach tolerance and kindness in the process but please do not saddle them with trying to implement the social change flavor of the moment. We adamantly oppose the VDOE \"knee jerk\" reaction to the desires of a vocal minority through the proposed Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools. The proposed policy would violate the rights of parents and prevent them from properly fulfilling their responsibilities.  Parents, not the VDOE, are responsible for the upbringing and welfare of their children.   The policies will place teachers in untenable positions imposing behavior upon them with which they must comply or face dismissal. Moreover, the policies would allow minor children to be the undisputed authority in the schools rather than teachers. The wishes of the students would become paramount and the teachers would be stripped of their adult authority and become servants of the students. A child’s sex is determined at conception; even young children know the difference between girls and boys.  A few children may develop sexual confusion, possibly due to molestation, peer pressure, media influences or genuine physical or emotional anomalies, and they should be treated appropriately with understanding, acceptance, and compassion.  However, most students do not.  Children should not be forced into situations where they will be uncomfortable (specifically regarding bathroom facilities) due to catering to a small minority which wants their perceived \"right\" paramount, to use any toilet facility they decide suits their identities of the day.  For centuries, our English language has male and female pronouns; “they” is plural.  For VDOE, any DOE for that matter, to try to force a change in language usage is inappropriate, unacceptable and beyond the pale. We urge the Virginia Department of Education to use good judgement and common sense and drop the proposed transgender policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92609", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92609\nTitle: Strongly oppose,Model Policies for the Treatment of Transgender Students in Virginia’s Public School\nBody:\nStrongly oppose the \"Model Policies for the Treatment of Transgender Students in Virginia’s Public School\". The entire premise is false.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92610", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92610\nTitle: Transgender Guidance\nBody:\nI oppose the proposed Transgender Guidelines.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92611", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92611\nTitle: STRONGLY SUPPORT\nBody:\nI strongly support this initiative. It is important to make concrete steps to foster a more inclusive environment for transgender students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92612", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92612\nTitle: Strongly Support the inclusion of the Model Policies for the Treatment of Students\nBody:\nAs a parent I cannot fathom anything worse than seeing my child suffer from ridicule, unequal treatment or discrimination for any reason.  I have always taught my children as I was taught, to be kind and accepting of all people regardless of our differences.  However, I realize this is not always the case and many children, especially those in the LGBTQ+ community, suffer great consequences for their differences.  I see every reason to support the inclusion of the Model Policies for the Treatment of Students in Public Schools.  Our job as parents, educators and a society is to honor all children and to advocate for those who need our help the most.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92613", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92613\nTitle: Transgenders action in schools\nBody:\nThis goes against scripture!! You will stand in judgement before a Holy, righteous and JUST God for the decisions you are making!! You are calling what is evil, good! There are other ways the school system and our government to help these children who are being led to believe this is normal. This way of life leads to high depression and suicide rates! Please vote against this and find others ways to seek help for these lost children!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92614", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92614\nTitle: Transgender and pronoun usage\nBody:\nI strongly OPPOSE both of these actions in the state of VA The genitalia that you currently have should be the bathroom you use. No matter what age. The “rights” they have are the same as us given to them by birth   Pronoun usage change?  Really?  So we are going to change everyone’s language usage so nobody gets offended?  This is just childish and a waste of time and money that could be spent on so many bigger fish!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92615", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92615\nTitle: Strongly Oppose\nBody:\nThis strongly goes against parental rights and also religious freedoms. Parents should have the freedom to teach their kids what they want regardless of political agendas. If parents want to teach their children about these things on their own time, fine. But should not be policies in the school.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92616", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92616\nTitle: Strongly oppose\nBody:\nPlease do not circumvent my parental rights to care for my children. I consider my responsibility as a father to be sacred, and given to me by God. Educators and organizations that so clearly have an agenda to push their own beliefs and values upon my children are evil.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92617", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92617\nTitle: Strongly Support- Trans Rights\nBody:\nI strongly support the development of a guidance document to align with trans student safety in elementary and secondary school. Their inclusion and safety poses no harm to others and should be prioritized. I support trans rights and trans accessibility to safe schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92618", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92618\nTitle: Strongly Disagree- Too young to allow them to make a life decision like this\nBody:\nBefore the age of 25, the upstairs brain of a youngster is not fully developed and allowing them to make a life decision like what gender they are is not right and can be very harmful.  Undecisiveness and confusion are predominant at those ages.  They do not know what they want and allowing them to be put in a box can be very harmful.  They need direction and guidance.  If I allow my children decide to eat whatever they want to eat, they would eat candy for breakfast/lunch and dinner which is neither healthy or good for their development.  Statistics have also revealed the devastating effect on many of our teens who have chosen to embrace or experiment with a new gender identity.  The suicide rate for these young people is shocking and heartbreaking.  It will be very harmful for society.  They can make a much more informed and wise decision when later on when their brain is fully developed.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92619", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92619\nTitle: Strong Support from Parent of 2 Daughters for Model Policies for Treatment of Transgender Students\nBody:\nAs a parent of two children, one of whom is in the Montgomery County Public Schools (MCPS) system, I whole-heartedly support the Model Policies for the Treatment of Transgender Students in Virginia Public Schools, and look forward to it being fully applied across all Virginia public schools, including MCPS. Our LGBTQ+ community members, friends, and family, including transgender youth and adults, are integral to our communities and our well-being as a society. We gain everything in moving in the direction of honoring and respecting transgender youth in our schools, and welcoming them to be their whole selves by nurturing inclusive environments that value all our children and community. As others who have commented have said, these model policies will also help cis-gendered adults and children to learn more about gender identity and gender expression, and how to support and be in community with transgender peers. I am glad to see that these guidelines include evidence-based practices to maintain safe, supportive, and inclusionary learning environments for transgender youth, in compliance with nondiscrimination laws; that they are informed by research and policies from national organizations who advocate for the rights of transgender youth (e.g. Human Rights Campaign and GLSEN); and that they are aligned with guiding documents from counseling organizations, such as the American School Counselors Association’s Ethical Standards and Position Statement on Counseling Transgender Youth: https://www.schoolcounselor.org/Standards-Positions/Position-Statements/ASCA-Position-Statements/The-School-Counselor-and-LGBTQ-Youth and the American Counseling Association's Nondiscrimination Position Statement: https://www.counseling.org/about-us/social-justice/nondiscrimination . I look forward to these model policies' adoption and implementation to ensure that the Virginia Department of Education and all our Virginia school systems succeed in these goals: \"... be committed to working with school divisions to ensure a positive, safe, and nurturing learning environment for all students. It is important that as education leaders we affirm our commitment to advancing equity in Virginia’s public schools. Efforts to advance equity priorities include developing a culturally competent workforce of educators, closing opportunity and achievement gaps among marginalized student groups, increasing access to high quality early learning opportunities, and maximizing the potential of every Virginia student. The key guiding principle of the model policies is that all children have a right to learn, free from discrimination and harassment.\" Thank you for your work on behalf of transgender youth and Virginians. Sincerely, Virginia Pannabecker\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92620", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92620\nTitle: SUPPORT\nBody:\nTotally in support of this proposed guidance.  It is fact based, which is critical. It provides the basics to help develop a safe environment for all minds to flourish.  And it does not infringe on anyone else.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92621", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92621\nTitle: I am strongly against these guidelines.\nBody:\nThese guidelines will destroy our young people.  The privacy of girls and boys will be destroyed.  Girls will be sexually abused and attacked with the government's approval.   Parents, who are responsible to raise their children, will have their ability to raise their children in a healthy environment that promotes the God-given gender that never changes taken away from them.  This must not happen.  There will be a mass exodus of children from our public schools.  The best thing you can do to promote the integrity of public schools is to reintroduce Bible reading every day and teach them the way of righteousness so that when they grow up they will not depart from it.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92622", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92622\nTitle: Strongly oppose the Model Policies for the Treatment of Transgender Students\nBody:\nReject the Model Policies for the Treatment of Transgender Students in Virginia's Public Schools as they are harmful to children and undermine the rights of parents and families.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92623", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92623\nTitle: Transgender bathrooms\nBody:\nI strongly disagreed with trans people using alternate bathrooms\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92624", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92624\nTitle: Concern\nBody:\nI am very concerned about the separation of parents from their children, especially in any process that is so critical to mental health. I am concerned about a lack of policies that require parents being notified when a student wishes to change their preferred pronouns. Parents need to be a part of a child's mental health care.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92625", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92625\nTitle: STRONGLY SUPPORT\nBody:\n27% of transgender students reported feeling unsafe at school in 2017 (vs. 6% of cisgender students). (CDC) 24% of transgender students reported being threatened or injured by a weapon at school in 2017 (vs. 5% of cisgender students). (CDC) I support transgender youth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92626", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92626\nTitle: Transgender Bill\nBody:\nPlease vote NO to this bill! As a parent of 6kids who have been educated through the public school system-I always felt like I had a voice-I felt good about sending my kids off to school.This bill would infringe on parents rights and create  an unsafe environment for my kids! Please listen to Virginia parents! Thank you,Elizabeth Karaffa\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92627", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92627\nTitle: Strongly opposed!  Very concerned for ALL our children\nBody:\nI am VERY concerned about the unintended consequences and dangers introduced by this bill.  I do think that children with gender disphoria, transgendered experiences, etc. should be cared for and protected.  BUT we must not make laws that will endanger the physical and emotional security of other children.  PLEASE find some other way to make protection and provision for these children without compromising the safety of others.  I STRONGLY ask that you oppose this bill and any others like it!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92628", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92628\nTitle: Strongly object\nBody:\nPlease vote  NO to this bill- think of children not politics\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92629", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92629\nTitle: Disagree - Protect All Virginia Students & Educators\nBody:\nI am united with the policy writers in pursuit of the following mutual goals: safety, well-being, and respect for all Virginia students. I profoundly disagree with the policy writers in how these outcomes are achieved. These policies seem to be relentlessly aimed at creating a culture that is subservient to the transgender student’s view of the world. Dress codes, everyday language, legal language, school records, school activities, and school facilities are modified to align with this view. The transgender student is to be vehemently protected from those (even parents) who would dissent from her/his/their opinion because her/his/their safety, health, and well-being is at stake. This is not the goal of education. Healthy educational institutions promote the robust discussion of differing points of view within the context of a respectful environment. Let me be clear. Respect is not the same as agreement. Respect makes room for disagreement while still being deeply committed to the dignity and well-being of the other person. To teach children that they can only be safe and healthy when others affirm their view of the world is to miss the point of education. These policies mandate affirmation of a student’s transgender identity by school staff. These policies demand this affirmation from staff members, even if there is no evidence for the affirmation other than the student’s assertion. If a school staff member refuses to affirm the student’s perceived gender identify, that staff member is considered discriminatory. These mandates negate two rights guaranteed by the constitution – free speech and the right to practice religious beliefs that adhere to traditional views of gender as binary. In effect, are we baring people who believe in the traditional, and long accepted, view of two genders from serving as educators in this state if they refuse to acquiesce to these new demands? Furthermore, if staff are considered discriminatory for dissenting from this use of language, how will students who abstain for religious conviction be treated? We are reorganizing school cultures and dividing family unity to conduct a social experiment exploring the new and inconclusive proposition that gender is an endless spectrum rather than a biological reality. Why are we trading what we have long held to be precious and worth protecting, things like family unity, respectful cultures full of differing viewpoints, free speech, freedom of religion, for what may in the long run be damaging to our families, institutions, and culture at large? Why are we not approaching these new ideas and cultural shifts with great caution and significant testing? In an effort to prevent bullying for transgender students, I am concerned that the law itself is becoming a bully toward those who genuinely believe in respect, protection for the vulnerable, and diversity but who are also deeply committed to the pillars of free speech, freedom of religion, and healthy family relationships. I urge law makers to revisit these policies and ensure that these precious societal pillars are upheld.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92630", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92630\nTitle: I strongly oppose this bill\nBody:\nI strongly oppose this bill\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92631", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92631\nTitle: Strongly Oppose!!!!!!\nBody:\nStrongly Oppose!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92632", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92632\nTitle: Opposed - this can be done better to accommodate all persons and beliefs\nBody:\nAs with most people (I assume), I certainly want to prevent the bullying/harassment and discrimination of children. I think children should feel safe at school and be afforded the opportunity to learn without distraction. However, these policies are, unfortunately, swinging the pendulum from one extreme to another and they do not have the best interest of children at heart, especially prepubescent children. The majority of scientific studies and experts make clear that the majority of children outgrow gender confusion by the time they reach adolescence, and pushing involuntary promotion of gender confusion in a public school setting has significant potential consequences for children who are still developing. These policies are prioritizing the thoughts and feelings of one group while marginalizing those who have valid concerns about their female children being forced to share a restroom or locker room with a biological male with clear biological male traits and genitalia, and vice versa. I would hope that the leaders of our state could come up with a better solution that encompasses the concerns of all parties and prioritizes all children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92633", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92633\nTitle: Support from an educator\nBody:\nAs an educator who has taught transgender students, I can attest to how isolated and ignored many of them feel by our public school system. I strongly support this guidance. I am disheartened to see a number of comments claiming \"religious freedom\" as an excuse to oppose this. \"Religious freedom\" means you will not be persecuted for your beliefs, not that others should be required to abide by your religion.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92634", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92634\nTitle: I Support\nBody:\nAll children should be protected and provided a safe environment for learning.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92635", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92635\nTitle: In support\nBody:\nI support this bill. All children should feel welcomed in school. Schools should strive to be models of inclusion and acceptance. This  policy is a needed step in that direction\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_92636", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 92636\nTitle: STRONGLY OPPOSE - FORMER LGBT\nBody:\nGreetings, I am concerned that children who suffer from this disorder (sexual identity) are not being properly treated. Instead of getting the counseling they need to deal with this identity crisis, they are being enabled by guidelines like these. It is not normal for a child, who was born a specific sex, to believe that they are the opposite. This flies right in the face of Science, Biology. There are only 2 sex's, male and female.  We shod not be embracing this disorder, instead providing means to help the child to overcome it. How can we pass legislation/laws based on how someone feels? Who would have ever thought we would live in such a world. These children need help, and so do the parents condoning this kind of behavior. If a child wants to walk around on all fours and be a dog 24/7, they wouldn't allow that, so why is it any different here. This is exacerbating a already toxic problem in this society. This is coming from someone who was former LGBT.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93537", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93537\nTitle: These policies are only a model for psychological & emotional abuse of children\nBody:\nI agree with Andrea Bayer! These policies are only a model for psychological & emotional abuse of children There is a pervasive and perverted plan by the LEFT and the well-funded LGBTQ lobby to manipulate and change our society (values, language, vocabulary, behavior, families, parental rights, religion, and science) via our tax-payer funded public education system. What is being implemented in these proposals is the product of: 1) the mentally-disturbed \"sexologist\" Alfred Kinsey - who believed infants and children are hyper-sexualized beings, and 2) Queer Theory - an ideology concocted in universities by academics such as Judith Butler and Gayle Rubin - that demands people believe that biological sex is fluid and even meaningless.  However, this is scientifically wrong and medically dangerous. The key concept of \"Queer Theory\" is the idea that heterosexuality is privileged and reinforced in society through institutional arrangements and accepted social norms.  Those perpetuating Queer Theory wish to eradicate these norms. Now the goal is to indoctrinate every student in America with highly potent, ideological, and hyper-sexualized rhetoric that emotionally and psychologically confuses children and completely alienates students and families, and especially those who rightfully object to homosexual lifestyles and transgenderism, and know that there are only 2 genders. All one needs to do is to look at the myriad demands and changes recently made to our pre-K through grade 12 curricula to understand that race-baiting, anti-Americanism, anti-Capitalism, pro-Socialism/Communism, re-writing history, sex, homosexuality, and gender fluidity are the topics du jour in our tax-payer-funded schools.  Instead of relaying and teaching factual concepts and actual academics, our children are now intentionally confused, indoctrinated with false rhetoric, and trained to be activists. Let's not forget:  we live in the United States and we are American citizens - period!  And the law of our land is the Constitution, Bill of Rights, and Amendments.  Any law, regulation, or policy implemented by a federal, state, or local governing body that requires citizens (children and adults) to violate their freedom of conscience, religious beliefs, understanding of biology, the human sex binary, and/or freedom of speech must be vigorously opposed. It is also highly inappropriate and even dangerous for government employees to be given the right, much less the mandate, to violate parental rights by perpetuating (explicitly or deceitfully), celebrating, and/or concealing gender confusion and transgenderism in schoolchildren. Truth and First Amendment rights are paramount, not ideological fads and unconstitutional mandates enacted by a rouge President, state General Assembly, or Board of Education. Let's be clear:  homosexual and trans activists are not centrally concerned about ensuring \"equity\" and eradicating bullying.  Rather they are hell-bent on deconstructing society and pushing their agenda.  To achieve their goals, they must infect our schools, manipulate our children, and strip away true equity to glorify those embracing their ideals, and punish those who don't play along.  And they achieve this via big money and BULLYING tactics. Ultimately, it is the job of the schools to partner with parents and to protect the innocence of our children, not to manipulate, obstruct, or corrupt.  We tax-payers fund and own these schools. We pay the salaries of the school administrators, teachers, staff, school boards, VA Dept. of Education, and VA General Assembly.  So the BIG QUESTION is:  Why are these citizen-owned entities only marching to the edicts and bullying tactics of the loud, well-funded and well-oiled LGBTQ activists? Do the job you were hired and are paid to do, and let the parents do their job of parenting. For your perusal: 1) https://www.firstthings.com/web-exclusives/2020/01/the-billionaires-behind-the-lgbt-movement 2) https://www.theamericanconservative.com/articles/how-lgbt-nonprofits-and-their-billionaire-patrons-are-reshaping-the-world/ 3) https://activistmommy.com/lgbt-activists-reveals-goal-to-completely-smash-heteronormativity-through-education/ 4) https://c-fam.org/friday_fax/un-lgbt-czar-takes-aim-against-religions/ 5) https://c-fam.org/friday_fax/un-agency-tries-to-impose-abortion-and-lgbt-rights-in-sex-education-everywhere/#:~:text=UN%20Agency%20Tries%20to%20Impose%20Abortion%20and%20LGBT%20Rights%20in%20Sex%20Education%20Everywhere,-By%20Stefano%20Gennarini&text=NEW%20YORK%2C%20August%2030%20(C,promotes%20abortion%20and%20LGBT%20rights. 6) https://mailchi.mp/c8304bb6f443/va-education-policy-for-transgender-students?e=860a7b0282 7) massresistance.org/docs/gen3/19b/Renton-WA-Teen-Pride/index.html 8) https://guides.library.illinois.edu/queertheory/background\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93538", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93538\nTitle: fully support\nBody:\nAs someone who is in the process of coming out as trans, I am excited to see anything that would make it easier for others like me so that they won’t grow up hating themselves.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93539", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93539\nTitle: STRONGLY SUPPORT!\nBody:\nWe need to support Trans individuals. We should be protecting them with proper legislation, especially Trans kids and teens. These are citizens of the United States who have a RIGHT to Life, Liberty and the Pursuit Of Happiness. It’s that plain and simple.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93540", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93540\nTitle: Strongly oppose\nBody:\nEvery single student including those in the LGBTQ+ community should be protected from bullying, harassment, and violence but this policy goes way beyond that and promotes harmful ideas. As a female high school student who has attended Virginia public schools since kindergarten, I am strongly against these new transgender policies. These policies endanger female students and violate students’ religious rights. The safety of all female students would be at risk if these policies were implemented. If these policies are adopted, “access to facilities such as restrooms and locker rooms that correspond to a student’s gender identity shall be available to all students” (Draft Policy, p.18). This is frightening for females of all ages, but especially females in high school; An eighteen-year-old biological male would be allowed to use the same restrooms and locker rooms as me, a fourteen-year-old female, all because of the gender he decided to identify as when he woke up. It is the responsibility of school systems to take precautionary measures to keep all students safe. These policies do the exact opposite and put young women in harm’s way. The policies proposed provide no accommodations for a student whose religious faith prevents them from being able to go along with the transgender ideologies and policies. As a Christian, whose worldview is based on the Bible, to acknowledge that there are more than two genders would simply be false. Under these policies, I could be punished for my religious beliefs and that is ridiculous.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93541", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93541\nTitle: Strongly Oppose\nBody:\nI do NOT approve of your proposed guidelines based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children! These troubling policies proposed by VDOE are totally unworkable and will force all students, faculty and administrators to comply with an empirically false view of sex and gender!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93542", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93542\nTitle: Strong against this!\nBody:\nI strongly disagree with this.  I will not allow my child to be involved in public school if this is approved.  When are we going to focus on education and stop this nonsense!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93543", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93543\nTitle: STRONGLY DISAPPROVE\nBody:\nStrongly DISAPPROVE!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93544", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93544\nTitle: OPPOSE!!!!! People need to wake up this is rediculous!!!!\nBody:\nWhat are people thinking?! There no place in schools for this nonsense. This will create more problems for our children then they need to deal with.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93545", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93545\nTitle: Support & Protect Trans + LGBTQ+ young people!!!\nBody:\nI SUPPORT THIS PROPOSED LEGISLATION!! Protecting, supporting & affirming trans youth through their school experience is (as many have stated) literally life-saving, trauma-informed, socially just & a moral imperative. LGBTQ+ youth, particularly transgender individuals experience way higher rates of suicide, bullying, violence, homelessness, substance misuse, mental health obstacles, and being victims of homicide. In a world that has a ways to go to fully support trans folks, this is an important step towards creating that crucial supportive environment. These young people may not get that same support in other spaces and realms of their life. Implementing this policy not only reduces these harmful + extremely negative outcomes, but fosters an environment in which ALL young people benefit and feel supported, accepted & included. These policies aim to reduce gendered stereotypes and standards that harm ALL YOUTH, and allow to teach through example how to be fully accepting of others who are different from you. This can greatly reduce bullying & violence in schools and among young people! Being inclusive of the most vulnerable folks in the classroom allows ALL students to feel more accepted for all the beautiful spectrum of identities that they hold. Nurturing this type of environment also facilitates a much higher capacity for learning in general. When students feel safe, comfortable, and accepted, the survival-mode, defensive part of their brain can relax, and they can actually learn better, excel in academics, sports, music, art, and socially etc. This reduces opportunities for harmful long-term effects of trauma to cause mental & physical health issues down the line. This is an incredible opportunity to set a vital example for students, educators, school administrators, legislators & political leaders, and families throughout Virginia and the country- to support, protect, & cherish the very vulnerable, but simultaneously beautiful & resilient young trans people our communities are lucky to have.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93546", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93546\nTitle: COMPLETELY SUPPORT\nBody:\nTrans students deserve to live their life as their true self and be fully accepted by their community.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93547", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93547\nTitle: Strongly Oppose!\nBody:\nI STRONGLY OPPOSE!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93548", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93548\nTitle: VEHEMENTLY OPPOSED\nBody:\nThis is nothing short of child abuse.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93549", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93549\nTitle: Strongly oppose!!\nBody:\nThis is going to end badly.  Where are all the women who have fought for our girls to excel in sports and be treated fairly?  If a male can enter a girl's bathroom anytime - there will be a problem.  This is setting back women's rights and privacy a hundred years.  Even in Europe - there are men's and women's restrooms.  This is unnecessary and irresponsible.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93550", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93550\nTitle: Completely Support\nBody:\nAll students need our support and respect including trans children. Set the best example for the next generation by showing them bigotry has no place in our society.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93551", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93551\nTitle: Vital for the Safety and Comfortability of Transgender Students\nBody:\nI can not understate how strongly I support the passage of this bill. Transgender and gender non-conforming individuals suffer from some of the most extreme forms of discrimination in America today, evidenced by the hundreds of hateful and disgusting comments that have been submitted by ordinary citizens. Making sure that everyone has access to an educational environment in which they feel safe, secure, and comfortable is one of the fundamental responsibilities of a good civil government, and it is vital that this bill be passed in order to uphold those responsibilities. In the same way that we accommodate students with disabilities, or students who are impoverished, or students who simply learn differently from others, we must accommodate students who identify as transgender and give them the space to grow, learn, and exist comfortably and securely.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93552", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93552\nTitle: Support\nBody:\nAll students deserve safe schools, regardless of gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93553", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93553\nTitle: Transgender Policies Proposal\nBody:\nI am voter and small company owner located in chesterfield ,we have been established here since 1979and paid enormous amounts of taxes to the state of va .  I find this to be unconstitutional and completely absurd! This not only A BAD IDEA it is not necessarily alot of peoples reigous values .\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93554", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93554\nTitle: Absolutely unacceptable\nBody:\nas a mother of four small children either already in elementary school or entering elementary school and a woman of faith, how dare the government and the state feel they have any right to dictate when and how we discuss these topics with our children. This conversation is a personal one, it’s serious, and it’s one that should be had within the confines of one’s own family not through educators.  I am also an educator and it is not my place to have these highly sensitive discussions with some own else’s child.  It is one thing to make some things voluntary it’s quite another to make the mandatory. Shame on you this completely ridiculous and unacceptable.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93555", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93555\nTitle: Guidance\nBody:\nI support the guidance, all Virginians should be treated equally.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93556", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93556\nTitle: Strongly Support\nBody:\nI strongly support this policy. Transgender students need to be protected in our public schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93557", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93557\nTitle: Absolutely Oppose !!!!\nBody:\nI am absolutely opposed to the new policies regarding transgenders using bathrooms & locker rooms of opposite God given sex.  I am also opposed to females swimming topless etc. If kids choose, yes choose, to identify as their opposite God given sex, that’s their choice. However what the rights of those who are not transgender??? We need to stop catering to those the few!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93558", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93558\nTitle: Support legislation to promote health and well-being of trans youth.\nBody:\nI fully support legislation to promote health and well-being of trans youth! All students deserve to feel valued and appreciated but more than anything, safe to learn!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93559", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93559\nTitle: I strongly  disagree with this\nBody:\nI strongly disagree with this!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93560", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93560\nTitle: Strongly opposed\nBody:\nI strongly oppose transgender in the schools\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93561", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93561\nTitle: Strongly Support\nBody:\nI work at a non-profit that provides free counseling to children who have experienced trauma.  In the last four years, we have seen a 200% increase in youth who identify as transgender.  They are depressed, suicidal and usually at risk of being kicked out of their homes because their parents don't agree with who they know themselves to be. Coming out as transgender as a child or teen comes with a variety of struggles, particularly with parents and your community. For instance, studies show that familial rejection can lead transgender youth to engage in behaviors that put their health at risk, trigger depression and other mental health problems, and in the worst of cases – result in suicide. Furthermore, lack of family acceptance after coming out as transgender is one of the top reasons teens runaway or are kicked out of their homes by their parents. Among homeless youth, 20-40% are transgender, and most face discrimination when seeking even temporary shelter. However, familial and community support does the opposite. Parents, teachers and supportive adults who accept a child’s gender identity can act as a buffer against bullying and bias in other areas of life. In other words, for some transgender youth, support from their school can be the difference between life and death. Our public schools systems should be leading the journey toward acceptance and support of children who don't fit societal norms of what gender should be.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93562", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93562\nTitle: Full Support\nBody:\nThere's not much more to say other than that if you care about the mental and physical wellbeing of students there is no other option than to support these guidelines. Arguments about impinging religious freedom or parents' rights are grounded in ignorance. I know from personal experience in VA public schools that these guidelines, if effectively instituted and supported, will make a big positive difference in a lot of student's lives.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93563", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93563\nTitle: Strongly Oppose\nBody:\nFor starters, children know from the start the difference between the two sexes. Secondly, how about my rights? The rights of the rest of the people who are uncomfortable with this? Doesn't our rights matter? If transgenders are uncomfortable, (say in restroom situations) why does that have to take away might right to feel comfortable?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93564", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93564\nTitle: SUPPORT for anti-discrimination policies for Trans youth\nBody:\nI fully support legislation needed to promote the health and well-being of trans youth. This is important and inclusive legislation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93565", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93565\nTitle: Do not support\nBody:\nWhere has all the common sense gone??? This is just wrong.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93566", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93566\nTitle: Support This Guidance Document\nBody:\nI strongly support this much needed policy to protect transgender students in our schools.  It absolutely needs to be implemented, and the sooner the better.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93567", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93567\nTitle: Protect marginalized students WITHOUT violating EVERY child's rights\nBody:\nI am gravely concerned about what this policy could mean for our children and families. I personally have no problem with people identifying as transgender, even young children if they feel strongly about it early. I think these children should be protected and included and gendered language could be adjusted for certain curriculum where appropriate. However, allowing one type of student's rights to negate other students' and families' rights is not the solution. Kids and teens who identify as transgender can use whatever pronouns they prefer and ask for others to use them for themselves. Other kids who identify as cisgender should not be forced to use non gendered language or be forced to wear gender neutral clothes just as trans kids shouldn't be forced to wear gendered clothes. Families certainly should not have their kids taken away if they are having a hard time reconciling their beliefs with their child's chosen identity. This is essentially giving rights to one group while stripping rights from another. If we are stressing inclusion and individual rights, why would schools (or anyone) insist some conform to another group's preferences at all? Why can't we have trans and LGBTQ+ inclusion, not exclusion of others? In addition, covertly planning this agenda for public schools violates parents' rights to decide about their children's education. If government run schools are going to insist on making our schools into communist or socialist regimes where no one has any choice about their education or how they are treated, then parents need to have to right to have their tax dollars directed towards school choice instead of being forced to pay for this kind of \"education.\"\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93568", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93568\nTitle: Support-love and acceptance  for all\nBody:\nSupport-love and acceptance for all\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93569", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93569\nTitle: Supportive of Policy\nBody:\nStudents need a nurturing and welcoming environment, and this policy helps create that space for our transgender students. Please support this policy\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93570", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93570\nTitle: I fully support the protection of LGBTQ+\nBody:\nGood day sir or madam, I am a professional educator and am in full support of amending the Code of Virginia to include § 22.1-23.3 to address the needs of transgender students in accordance with best educational practices.  Data within the proposed amendment shows a clear need for protections for LGBTQ+ students for their well-being and happiness, and by definition the first priority of the VDOE is: Priority 1: Provide high-quality, effective learning environments for all students (Reference: https://www.doe.virginia.gov/boe/plan/comprehensive-plan.pdf ) Discrimination against individuals based upon basis of race, color, national origin, religion, sex, age, or disability is already outlawed at the federal level, and so integration of such expectations at a young age not only improves the educational outcome of LGBTQ+ youths, but also better prepares others for the expectations already set for for life after school.  Therefore, I am in full support of this amendment. -Dr. Watson\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93572", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93572\nTitle: Support for Transgender Students\nBody:\nI applaud the DOE's proposed model policies for the treatment of transgender students in Virginia's Public Schools.  It is a recognition of a long, institutionalized history of discrimination and exclusion and a step forward to helping these youth have the childhood they deserve.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93571", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93571\nTitle: Ridiculous.... Strongly disappointed and disagree\nBody:\nRidiculous.... Strongly disappointed and disagree\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93573", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93573\nTitle: Support\nBody:\nTrans students deserve the same rights and protections as any other students. I had fellow classmates who were transgendered and they deserve to feel safe at school and learn in a comfortable environment. School is a place of education and the ability to engage with your fellow classmates and instructors is dependent on feeling safe. There is no reason that trans students should feel scared to go to school\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93574", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93574\nTitle: Fully Support\nBody:\nStrongly support\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93575", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93575\nTitle: this encourages child abuse\nBody:\nChildren have a right to the truth about their sexuality—whether they are male or female. Denying them that right is child abuse. Transgenderism has been proven time and time again to lead to harmful psychological and physical side effects. It is not healthy for individuals or for our state.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93576", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93576\nTitle: I absolutely do not agree  with this\nBody:\nI absolutely do not agree  with this. It is not fair to the other students  on so many levels.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93577", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93577\nTitle: FULLY SUPPORT\nBody:\nTo whom it concerns, As a person of faith, I want to express my full support for this policy to create safe and inclusive schools in the state of Virginia. Most of the children and youth we serve in Sunday school attend the Virginia public schools and many identify as transgender, non-binary, or questioning. They deserve a safe environment, too. My own children went to school alongside transgender youth and bore witness to discrimination as the schools tried to figure out how to handle these students. This policy is necessary not just for trans and non-binary kids, but for all students. Sincerely, Annie Parker\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93578", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93578\nTitle: Shocked, appalled, and disgusted...\nBody:\nAs the mother of young girls and a Virginia educator, I am shocked, appalled, and disgusted by this policy. It is not the responsibility of myself or any other school staff to encourage or promote the sexual preference of any student. It is my duty to ensure that all students, regardless of their sexual orientation, receive a high quality education and are able to do so in a safe environment. And that’s where the responsibility should stay. I do not want other adults influencing or encouraging my own personal children to explore alternate lifestyles. Also, allowing mixed gender restrooms and locker rooms is just inviting sexual encounters or assaults. To me, that is not keeping children safe. Should these policies go into effect, I foresee a mass exodus of Christian educators from Virginia. I also am sure that many families (including ours) will either send their children to private school or pursue homeschooling. What a great disservice to the school staff and children of Virginia. I do believe many in our state have become so “open minded” their brains have officially fallen out of their heads.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93579", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93579\nTitle: Opposed to any form of brainwashing of Virginia students\nBody:\n“Model Policies” include: Failure to use a student’s new “preferred pronouns” – which can change from day to day and even defy basic rules of grammar (“ze/hir/hirs”, “they/them/their”) – would be “harassment” and “discrimination”, for which both faculty and students would be subject to disciplinary action. “For transgender students, acts of verbal harassment may include the intentional and persistent use of names and pronouns not consistent with their identity.” (Recommended Standard, p.10) “A school administrator may need to direct school staff to abide by the wishes of a student on their asserted name and pronoun. A school employee’s intentional and persistent refusal to respect a student’s asserted name and pronoun is considered discriminatory.” (Recommended Standard, p.12) “Complaints alleging discrimination, harassment, or bullying based on a student’s actual or perceived transgender status shall be handled in the same manner as other discrimination or harassment complaints.” (Draft Policy, p.10) Schools will be permitted to help a student explore, facilitate and make decisions regarding their gender expression of sexual identity while at school, without a parent even knowing! “School divisions will need to consider the health and safety of the student in situations where students may not want their parents to know about their transgender status … There are no regulations requiring school staff to notify a parent or guardian of a student’s request to affirm their gender identity...” (Recommended Standard, p.12) The definition of “Gender identity” is completely subjective to each person claiming it, hence it cannot possibly be known by anyone except that person. Since it cannot be tested or ascertained by any objective method, nothing could prevent any student from constantly “changing” their “gender identity” to exploit many situations. “Gender Identity: A person’s internal sense of their own identity as a boy/man, girl/woman, something in between, or outside the male/female binary. Gender identity is an innate part of a person’s identity and can be the same or different from the sex assigned at birth.” (Definitions, p.6) Parents who encourage their children to embrace their God-given sex would be at risk of being reported for child abuse or neglect by the school. “School staff should be prepared to support the safety and welfare of transgender students when their families are not affirming. … Whenever school personnel suspects or becomes aware that a student is being abused, neglected, or at risk of abuse or neglect by their parent due to their transgender identity, they should report those concerns to Child Protective Services immediately.” (Recommended Standard, p.13) Students will be allowed to claim to be either a biological male or female (or both, neither, or something else entirely) for any duration of time, without providing any evidence to a teacher or administrator, making it impossible for teachers to comply with these policies. “A student is considered transgender if, at school, the student consistently asserts a gender identity different from the sex assigned at birth… it does not necessarily require any substantiating evidence nor any required minimum duration of expressed gender identity ...” (Recommended Standard, p.12) “Schools shall allow students to assert a name and gender pronouns that reflect their gender identity without any substantiating evidence.” (Draft Policy, p.13) Schools would be prohibited from notifying parents if a biological male is using the same changing facility as their daughter that was designated for girls. “In addition to adhering to all legal standards of confidentiality, school personnel shall treat information relating to a student’s transgender status as being particularly sensitive, shall not disclose it to other students and parents, and shall only disclose to other school personnel with a legitimate educational interest.” (Draft Policy, p.12) All students will be allowed to use any bathroom or locker room they choose, without being questioned by any school administrator or faculty, eliminating privacy and safety of students in states of undress. “Access to facilities such as restrooms and locker rooms that correspond to a student’s gender identity shall be available to all students.” (Draft Policy, p.18) “School staff should not confront students about their gender identity upon entry into the restroom.” (Recommended Standard, p.18) The requirements for schools to maintain gender-neutral dress code standards will cause disruptions and distractions, permitting boys to wear skirts and girls to go topless in activities where boys can – such as swimming activities or teams. “Students have a right to dress in a manner consistent with their gender identity or gender expression. Schools shall administer and enforce dress and grooming codes consistently across the student body, regardless of actual or perceived gender identity or gender expression. Requirements for attire for school-related programs, activities, and events shall be gender-neutral.” (Draft Policy, p.16) Parents will not be notified that their child is being interrogated by school officials for allegedly violating these policies, or have the opportunity to intervene on their child’s behalf, UNLESS the complaints are not resolved “at the school level.” “Any incident or complaint of discrimination, harassment, or bullying shall be given prompt attention, including investigating the incident and taking appropriate corrective action, by the school administrator. …The [School Division’s Designated Contact] shall be available to hear concerns from students or parents when complaints are not resolved at the school level.” (Draft Policy, p.10) The policies provide absolutely no exceptions or accommodations for a student or teacher whose religious faith, conscience, or understanding of biology and sociology prevents them from being able to go along with the “transgender” ideology and p... [truncated]\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93580", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93580\nTitle: I do not support the transgender policy. There has to be a better alternative!\nBody:\ni do not support the transgender policy to enter females locker rooms and restrooms. I do not agree in “labeling” the genders should fall under a new law. Let everyone have the freedom to label themselves and if the lbgqt+ has a preference name then call them that but not as a whole! Safety comes first for everyone and not forcing them to be in a uncomfortable situation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93581", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93581\nTitle: Opposed\nBody:\nI strongly object to the Virginia Department of Education draft proposing a new policy regarding transgender ideology in our schools. It would interfere with parental rights and responsibilities, put more stress on teachers and students alike (re: pronouns and names) in everyday speech, privacy issues regarding bathroom and locker room facilities and even proposes to enforce clothing issues. It also disregards the sensitivities of teachers, administrators and students whose religious faith or conscience prevents to from accepting the “transgender” ideology. All people are entitled to safety and freedom from bullying and prejudice, but this proposed policy is extreme and unacceptable.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93582", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93582\nTitle: Strongly oppose/stick to education/it’s against my religious beliefs\nBody:\nStrongly oppose/stick to education/it’s against my religious beliefs\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93583", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93583\nTitle: I strongly disagree, oppose this special treatment\nBody:\nI strongly oppose this treatment!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93584", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93584\nTitle: Support\nBody:\nI support this measure\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93585", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93585\nTitle: Blatant Effort to Promote the LGBTQ+ Agenda\nBody:\nIt is evident that the purpose of these policies is to promote the LGBTQ+ agenda. To this end, students struggling with transgender identities are encouraged to act independently of their legal parents/guardians and embrace these alternative views.  Then under the guise of “safety and inclusion”, teachers, counselors, and students will be “educated” to embrace these decisions. Parents who do not accept their child’s alternate identity will be labeled “non-affirming”. Finally, schools will be expected to promote these views through the support of clubs and programs, as well as the open display of Pride flags, etc. It is one thing to be accepting of transgender students. And certainly, they should be protected from bullying, coercion and the like. It is another to ignore the fundamental biological nature that differentiates the sexes. No allowance is made for the safety and mental health of strait students who feel uncomfortable sharing a locker room with the opposite sex. Soon, it will be the rest of the student body who will experience depression and anxiety by being subjected to this oppressive “reeducation” program. The Transgender policies the Department is implementing will cause irreparable damage to Virginia students. Elementary and secondary school students simply do not know enough about gender to make definitive decisions about their identities. Many gender dysphoria issues stem from a conflict between perceived and assigned genders. In these cases it is not always clear if a child wants to be a different gender. Rather, the child may be seeking counseling to help identify with his/her birth gender. These policies make no provision for allowing a counselor to explore this option. At the heart of the matter is the confusion generated when individuals and society do not recognize the biological reality of gender. Case in point is the conflict between a child and parent discussed on page 13. A teacher is placed in a horrible position during a parent-teacher conference trying to remember what pronouns and names the Department deems ‘appropriate’. The policies further state that it is in the child’s best interest for parents to accept the child’s transgender identity, as opposed to allowing parents to decide what is in the best interest of their children and having teachers support the parents. The policy even goes so far as to suggest that ‘non-affirming’ parents are actually harming their children, and that teachers have a responsibility to report these parents for child abuse. Page 18, school health care officials will be given “continuing education” to teach them to support the LGBTQ+ agenda. Clearly they will be expected to teach students these views. Furthermore these officials will be given “competency training” to insure compliance. A key point is that these counselors can teach students without the consent or knowledge of the parents. Page 19, School boards will be expected to “engage” the community regarding these policies. It is acknowledged that these meetings will involve “deeply conflicting community views”. But the Department is willing to stir up this level of strife rather than accept parents’ views that gender is birth-specific. Any community organization operating outreach programs must support these policies. No mention is made regarding the penalty for non-conformance. One can only assume that such programs will be terminated and those groups banned. Page 20, divisions are to “consider ensuring LGBTQ-inclusive curricula”. They are also expected to support the formation of clubs and programs affirming these views. Students are even encouraged to be trained to accept and promote a transgender world-view.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93586", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93586\nTitle: I oppose the policies because it goes against parent’s rights and compromises the safety of students\nBody:\nI oppose the VDOE’s draft policies for the treatment of transgender students because it goes against parent’s rights to educate their children with their family values, gives the schools the authority to hide children’s personal information from their parents, and sacrifices and compromise the privacy and safety of all the students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93587", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93587\nTitle: Worst idea ever!\nBody:\nThis does nothing but put fears into parents. It will be adding unnecessary secrets and problems into families. Putting ideas into our children's heads that are not agreed upon by everyone. I birthed my children, therefore I will make their decisions, NOT some teacher who thinks they know better. We should not have to suffer because someone wants to choose their gender. If you have a penis, your a man. Got a vagina? You guessed it, you're a woman! My child will be removed from public schools if this ends up be \"acceptable\". There are 2 genders. Period. This ideas will not be pushed into my child. Where is the privacy? Personal space? What about abused girls being forced to share a bathroom with a male? No. No. No.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93588", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93588\nTitle: Protect our Trans Kids\nBody:\nBeing a trans kid is hard enough. Please help protect these beautiful children like any other child deserves\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93589", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93589\nTitle: Support\nBody:\nI support the guidance recommended.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93590", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93590\nTitle: Absolutely Oppose\nBody:\nAbsolutely oppose. The definition of “Gender identity” is completely subjective to each person claiming it, hence it cannot possibly be known by anyone except that person. Since it cannot be tested or ascertained by any objective method, nothing could prevent any student from constantly “changing” their “gender identity” to exploit many situations. Schools would be prohibited from notifying parents if a biological male is using the same changing facility as their daughter that was designated for girls. The requirements for schools to maintain gender-neutral dress code standards will cause disruptions and distractions, permitting boys to wear skirts and girls to go topless in activities where boys can. The policies provide absolutely no exceptions or accommodations for a student or teacher whose religious faith, conscience, or understanding of biology and sociology prevents them from being able to go along with the transgender ideology and policies. We live in the United States and we are American citizens - period!  And the law of our land is the Constitution, Bill of Rights, and Amendments.  Any law, regulation, or policy implemented by a federal, state, or local governing body that requires citizens to violate their freedom of conscience, religious beliefs, understanding of biology, and freedom of speech must be vigorously opposed. It is also highly inappropriate and even dangerous for government employees to be given the right, much less the mandate, to violate parental rights by perpetuating, celebrating, or concealing gender confusion and transgenderism in school children. Ultimately, it is the job of the schools to partner with parents and to protect the innocence of our children, not to manipulate, obstruct, or corrupt.  We tax-payers fund and own these schools. We pay the salaries of the school administrators, teachers, staff, school boards, VA Dept. of Education, and VA General Assembly.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93591", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93591\nTitle: EDUCATION TRANSGENDER POLICIES\nBody:\nI AM ABSOLUTELY AGAINST THIS POLICY. WE NEED TO FOCUS ON CHILDREN'S EDUCATION !!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93592", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93592\nTitle: Strongly Oppose\nBody:\nWhy is an extreme radical agenda that is so strongly opposed and has nothing to do with education being pushed on our children and teachers? When did parents lose all say in what their children are being taught? What about the parents who don’t want this taught to their kids? What do they do? When did the state gain ultimate authority over parents? Education is supposed to be reading, writing, arithmetic, etc. What’s next? Confiscate children from parents who don’t agree with this?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93593", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93593\nTitle: I fully support the protection of LGBTQ+\nBody:\nSupport.  Inclusion is worth the effort.  Let us all learn from our mistakes.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93594", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93594\nTitle: Trans rights are human rights\nBody:\nTrans people deserve equal treatment and rights as cis people, and should be given such. No one has any right to openly oppose this, as doing so is distinctly un-American. Life, liberty, and the pursuit of happiness.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93595", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93595\nTitle: Strongly oppose this violation of First Amendment and parental rights\nBody:\nThe proposal violates First Amendment rights of students and parents.  The Supreme Court has held that people cannot be forced to \"affirm\" principles contrary to their faith.  This proposal forces students to affirm transgenderism, and interferes with the rights of parents to educate their children with the parents' religious beliefs.  This is wrong - you may be able to force girls to accept boys watching them undress in a locker room, but you cannot force those students or their parents to express approval (or refrain from expressing disapproval).  You are just inviting division, hard feeling, suppressed feelings and emotions of students who are victims of the oppression, and ultimately litigation. The rights of Christians and their beliefs must be respected, and this policy requires students and parents to ignore their beliefs in clear violation of the First and Fourteenth Amendments to the U.S. Constitution.   And, if you think you can avoid a response by the parents by trying to keep it a secret from them, do you seriously believe that the parents will not find out what is happening from their children.  If I were the parent of a child exposed to the abuse called for in these \"guidelines,\" I would call the police and Child Protective Services and report the abuse.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93596", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93596\nTitle: Strongly Opposed!\nBody:\nStrongly Opposed!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93597", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93597\nTitle: John  Hopkins diagnosed Transgender issues with mental health disorders\nBody:\nJohn Hopkins has diagnosed Transgender issues as mental health issues. in the 60s and 70s surgeries were performed to help people with these issues. Upon following up these patients after eight years they were no better and continued to have the same mental health issues. This bill is promoting mental health disorders and confusion to children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93598", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93598\nTitle: Protection for one, persecution for another\nBody:\nIt is my hope and deepest desire that every single child be treated with respect, compassion, and love...no matter their gender identity, their sexual preference, their race, their ethnicity, their academic standing, OR their religious beliefs. However, while these \"model policies\" provide a platform and process for a very specific population of student to be protected it also provides a platform and process for other populations of students to be attacked for their convictions/beliefs and not be protected. The policies related to discipline of other students (and teachers) for not referring to the transgender student by their preferred pronoun and those related to the use of restrooms/locker rooms based on the student's chosen identity are potentially harmful to the \"cisgender\" student who, based on their own faith/religious beliefs or other deeply held conviction, feel unsafe in those situations. The creation of a policy related to how we refer to each other by name/pronoun is an overreach. We find ourselves in a world where \"being offended\" is an ever-expansive black hole and one in which grace, understanding, and respectful conversations are long-forgotten and deemed inappropriate. As the father of a teenage daughter, I am very concerned about the restroom/locker room policies. Again, while it may seem to be protecting one group - it seems to have the opposite affect on another group (cisgender female students). While I don't consider myself an alarmist or extremist and feel confidently that the large majority of students wouldn't take advantage of this policy to create opportunities for sexual assault, voyeurism, etc., to think that this won't ever occur is naive and short-sighted...and again, this line of thinking is not putting the best interests of ALL students as the top priority. I don't envy the position of our school boards, our teachers, our state/federal authorities, but I truly don't envy the position our children find themselves in - and I feel for my fellow parents as we try to find the correct ways to navigate this and other challenging situations. That being said, as a Christian first and foremost, I know what I am called to as a parent and as a citizen of this world. It would be a travesty for these policies to move forward as presented for many reasons, including those listed above, but also simply from the perspective of the persecution that will follow for those who's religious beliefs are opposed to much in these policies. I ask and pray that you will consider how to protect all children, not just one group.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93599", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93599\nTitle: OPPOSE - WHAT A BUNCH OF CROCK\nBody:\nTHIS IS REALLY RIDICULOUS !!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93600", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93600\nTitle: I fully support the health and well being of trans youth\nBody:\nI fully support the health and well being of trans youth\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93601", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93601\nTitle: Strongly oppose!!!!! Poses great concerns\nBody:\nStrongly oppose this as it poses great risks to students. You can’t have the opposite sex in the same bathroom with your child. I don’t care what the identify with! It poses risks to students. It is encroaching on my child’s rights to be raised in an environment that recognizes their given sex at birth. It is not fair for a million reasons including sports. You can’t have a boy who is made to run fast, etc identify as a female and get to compete in their specific sport. You can’t change the whole education system and society for a few people who have chosen that they want to be a different sex. I pay taxes for my child to fund public schools that are safe and educating them in a scholastic sense, not thrusting them into a questionable unsafe environment!! This needs to stop right here.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93602", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93602\nTitle: STRONGLY OPPOSE\nBody:\nTHIS WORLD NEEDS THE LORD NOW MORE THAN EVER. THIS IS ABSOLULTY HEART BREAKING AND DISTURBING FOR CHILDREN.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93603", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93603\nTitle: Strongly Against\nBody:\nI am strongly against staff being able to push the agenda of transgenderness on children. That is something that should be discussed amongst the children and their parents that is something that is intimate and private and if it needs to be addressed with staff it should be done so in a way that everyone (parents, child, staff) is involved not in a way that staff is pushing it onto children. I am also STRONGLY against the idea of boys and girls and adults that \"identify\" as the other gender being aloud to use restrooms and locker rooms of the other gender. This is just opening the door to people taking the advantage of being able to use the opposite genders bathroom and allowing room for sexual abuse to happen. School should be a SAFE place for LEARNING. Not a place where parents feel uncomfortable sending their children. Education is a vital part and right of our children and it is being ripped away from them due to these unsafe measures.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93604", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93604\nTitle: Strongly Oppose\nBody:\nSchools should not be allowed to facilitate, guide, or make decisions about a student's gender; especially without a parent's knowledge. A teacher or staff member has no place in discussing a student's gender identity or getting involved simply because they are in no authority position, they don't provide and take care of that student, and won't have any connection to that student beyond their class. Next, if a parent encourages a child to go by their God-given sex, how that constitutes child abuse is beyond me. How a parent decides to raise their child is their own business as long as that child is not being harmed or neglected. By saying that encouraging a child to go by their God-given sex is child abuse, diminishes the severity of actual child abuse. It also takes time away from Social Workers that could be helping other kids with more severe problems besides their parent encouraging them to go by their birth gender. I don't care if someone changes their gender but what I do care about is when that potentially puts other people at risk. If we allowed biological males to go into a women's restroom that puts women at such a higher advantage for sexual assault. While some may be going to the female bathroom because they believe they are a female, what about the males who are pretending simply so they can go the bathroom to see a female exposed or to assault them? Why should we put women, or men, at risk because someone wants to say they are the opposite gender and use another bathroom? Why don't we keep everyone safe and offer a gender neutral bathroom? At my old high school, student's who felt uncomfortable using the bathroom associated with their gender can go to the nurse or library bathroom. That shouldn't make those students uncomfortable and it's not excluding them either, it's protecting all student's of every gender and sexual orientation by protecting against terrible things that are very real possibilities. It also would put transgender people at risk because if they use the opposite bathroom they could be harassed or attacked. If there was a bathroom available to anyone then everyone can stay safe. If a student gets in trouble at school for something that's as important as people are saying it is, why would the parent not be notified? My mother was notified when I was using the bathroom too many times because I had an undiagnosed medical condition. Why is bathroom usage more important to be notified about but the interrogation of someone's child is not? Those standards and priorities are so screwed up and backwards that it makes absolutely no sense. I DO NOT encourage bullying or hate from anyone for any reason. Being kind to everyone is just a basic human thing that everyone should want to do, but if for some reason someone is not, a parent needs to be notified. They need to be notified to not only help solve the problem, but also because the school shouldn't be allowed to have conversations and take actions against a minor without parental knowledge. Everyone is entitled to their own opinions and beliefs and to try and force others to conform is so wrong in every way. The policy says that no matter your religion, faith, or understanding of biology (which is so humorous to me because it saying that if you understand basic biology and anatomy which has been taught to students since the fourth grade then if you don't understand then you are confused about what gender is) you can't disagree. This is forcing people to follow and believe things that they shouldn't have to. Would this still be so supported if the roles were reversed? Would it still be a good thing if transgender people were told you have to agree with what gender we tell you you are and if you disagree then watch out you'll lose your job or be kicked out school? If someone wants to say they are another gender, fine whatever, but I don't have to be forced to do or believe anything. I will be kind to everyone because that is how I want to be treated, but you better believe I won't be forced to believe anything. Some of the policies being suggested are tolerable and as long as it doesn't affect what I believe and do then I don't mind it. There are some policies that force me to do and believe things, put people at risk for harassment or attacks, and allows schools to have power over a student and what a parent can teach their child. Those things are unacceptable and I will not tolerate it.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93605", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93605\nTitle: Oppose\nBody:\nI am strongly opposed to this proposition. I am in favor of helping children who are confused/exploring their gender but that should be done with parents and therapists and then communicated with the school on an individual basis. I think these guidelines will open the door for rules to be bent and privileges abused. Schools are supposed to protect all children and not make sweeping changes for a very small percentage of the general population.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93606", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93606\nTitle: STRONGLY OPPOSE\nBody:\nJust spit balling here, but maybe the VDOE should stop playing social engineers, and concentrate on dramatically improving the educational outcomes of all students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93607", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93607\nTitle: Strongly Opposed\nBody:\nI strongly oppose for multiple reasons. In no way is it appropriate for a teacher to have influential gender conversations with a young child without a parents knowledge. Our children need to be protected, not subjected, to unwanted sexual incidences that will be perpetuated by sharing of locker room or bathroom facilities between male and female students, without question. Our public schools need to be a safe place for all students and this proposal would make public schools an unsafe environment for everyone.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93608", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93608\nTitle: Support Transgender Youth\nBody:\nFully support legislation to promote the health and well-being of trans youth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93609", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93609\nTitle: Support 100%\nBody:\nTransgender rights are human rights.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93610", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93610\nTitle: Full support\nBody:\nAll students, regardless of sex or gender, deserve to have their wants and needs met. All students deserve to feel accepted for who they are.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93611", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93611\nTitle: Some girls will be terrified by boys entering their bathrooms and locker rooms.\nBody:\nAllowing boys to enter girls bathrooms and locker rooms at will with no explanations will be damaging to girls self esteem and cause many to be afraid. this requires girls to undress in from of boys, It is hard enough for children especially middle school and high school kids to deal with body issues. This will complicate the issues for the majority of kids. making special facilities for those identifying as Transgender is better. They are already calling themselves out as different. They will be provide for. Do not damage the safety and mental well bein of the other children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93612", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93612\nTitle: OPPOSE: Proposed transgender policies are discriminatory\nBody:\nRE: VDOE Proposed Transgender Policies ... OPPOSED First, it is the primary responsibility of educators to teach our children. The goal is academic success and preparation for a productive future in society. It is not to initiate and promote social agendas not held by the people of Virginia, nor to indoctrinate students to the social beliefs of one group. With all the issues facing Virginia schools today, including poor academic performance, these proposed policies seem out of sync with the parents and taxpayers of the state. Focus on academics is far more essential. Second, VDOE serves at the behest of parents, not to undermine them and cut them out of their legal rights and responsibilities to rear their children. These proposals promote taking action without the knowledge and permission of parents when implementing, counseling and disciplining students (e.g., Draft Policy, Page 12). Third, teachers and students should have accommodation or the ability to opt out when religious faith, conscience, or understanding of biology and sociology prevents them from being able to go along with the “transgender” ideology and policies. Fourth, it is not the role of school administrators, counselors or teachers to encourage a student to explore, facilitate and make decisions regarding their gender expression of sexual identity. This issue is the responsibility of the parents alone (e.g., Recommended Standard, Page 12). Fifth, these policies violate the privacy and safety of all students, as biological males and females would be empowered to use restrooms and changing facilities at their discretion, without question and with no prior notification of students and parents (e.g., Draft Policy, Pages 12 & 18). Sixth, VDOE does not control the laws of free speech and parental responsibility. In no way should VDOE be able to implement rules, procedures and actions without the involvement of parents. These proposed policies cannot supersede the laws of Virginia and the United States. Please reject these proposed policies. Thank you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93613", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93613\nTitle: Transgender school program\nBody:\nI am very opposed to this, transgender should be a family discussion! And also to teach this to K-6 is ridiculous,  they do not need to be confused THIS IS A FAMILY MATTER\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93614", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93614\nTitle: Absolutely oppose\nBody:\nIf it’s not broke don’t try to fix it! This is too much really! Not ok! At all!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93615", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93615\nTitle: Oppose; Stick to your core function: educate children\nBody:\nTo whom it may concern, I am a registered consistent voter, parent of school-aged children, and active in my community.  I strongly oppose this measure. This is an enormous distraction from the core function and mission of our Board of Education. Virginia BOE's mission is: \"The mission of the Board of Education and Superintendent of Public Instruction, in cooperation with their partners, is to develop policies and provide leadership that improve student achievement and prepare students to succeed in postsecondary education and the workplace, and to become engaged and enlightened citizens.\" Virginia already has, and has the ability to bolster, policies to protect children from bullying.  Matters dealing specifically with sexuality should be reserved for the privacy of one's home. At school, our children should be squarely focused on preparing themselves for further education and the workforce.  Matters of sexuality, religion, faith, family-lifestyle, and the like should be reserved for individual families to address. Thank you for your time and service. Warm regards, Callie Loudoun County, VA\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93616", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93616\nTitle: VADOE guidelines re Transgender students\nBody:\nI am in support of the VADOE Guidelines for non-discrimination for transgender youth. To ignore this bill would be to sanction discrimination.  Community members that have school-aged children have the right to know that their child will be safe at school, no matter if they are black, muslim, jewish,  gay or transgender.  ALL CHILDREN NEED TO BE PROTTCTED FROM DISCRIMINATION.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93617", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93617\nTitle: Strongly Oppose\nBody:\nParents have the right to raise their children in the religious fashion of their choosing. It is called religious freedom and is protected by our constitution.  Encouraging children to explore gender identity is promoting confusion to healthy children. Body dismorphia has been diagnosed as a mental health issue by John Hopkins. Promoting Transgender issues does not help the child become healthy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93618", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93618\nTitle: Oppose\nBody:\nI oppose this draft guidance document.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93619", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93619\nTitle: Transgender\nBody:\nAllowing our young children who would not make healthy food choices, to chose on a daily basis without the support and knowledge of their parents what gender they want to identify as is dangerous. Our Creator gives our children us as gifts at birth and they are created at birth to be the sex, male or female, He has created them to be. Voted in for this would cause great harm to our children as well the teachers working them. Sincerely, Randi Brown\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93620", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93620\nTitle: STRONGLY DISAGREE\nBody:\nI FEAR THAT IF THIS IS PASSED IT WILL HURT MORE CHILDREN. MORE CHILDREN WILL BECOME A VICTIM TO RAPE, OR ANY TYPE OF UNWANTED SEXUAL BEHAVIOR. MORE CHILDREN WILL BE HARMED IN THIS PASSING.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93621", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93621\nTitle: you people have lost your mind\nBody:\nIt is beyond belief that the school and state would extort a family and a child into believing that there is more than one sex. Two genders is all that exist! Any other form of gender or thinking that you are a black male but want to identify as a white frog mailbox is absurd. How can you expect people taccept the forcing of someone else's choice to be different, and embrace it whole heartedly and then threaten to use child services on the family that does not conceed with your satanic agenda. This is not about a child and a choice, it's about forcing a idealogy on people that do not want anything to do with it.  But yet if you disagree you are a criminal and elgible for child removal. You people are going to off the right group of people and will have to deal with the result of your'e own decisions\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93622", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93622\nTitle: DISAGREE\nBody:\nTHIS IS HORRIBLE. WE NEED TO BE ONE NATION UNDER GOD AGAING, THE PLEDGE NEEDS TO BE SAID INTHE MORNINGS AGAIN IN SCHOOLS. PUT PRAYER AND GOD BACK IN SCHOOLS. AMERICA IS NOT AMERICA ANYMORE. IF YOU DONT LIKE IT GET OUT!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93623", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93623\nTitle: Support!\nBody:\nI fully support legislation needed to promote the health and well-being of trans and gender expansive youth in Virginia. Trans youth, across the country, are at higher risks of experiencing harassment, sexual violence, and dating violence, and we must all do better in creating communities that strive to end that violence and prevent it from happening again in the future. Trans youth deserve to learn in environments that are respectful, caring, supportive.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93624", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93624\nTitle: Strongly SUPPORT!\nBody:\nI very strongly support legislation to promote non discrimination for transgender students. Prejudice against transgender students not only has no definitive backing, but almost always leads to bullying and depression associated with an unsafe school environment\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93625", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93625\nTitle: Absolutely Support\nBody:\nI fully support legislation needed to promote the health and well-being of trans youth!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93626", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93626\nTitle: Transgender student protection\nBody:\nI don't know exactly all the politics on this, that said, Virginia has always prided itself on the best schools in the nation, like GMU, UVA, but some of the best kids come from the best high schools, a lot of them in Virginia.  To further keep that going, I believe Virginia needs to make it safe for Transgender students to learn. I believe anything subpar in safe education for Transgender students would be a violation of the Civil Rights Act of 1964 Title 9.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93627", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93627\nTitle: ABSOLUTELY NOT!!!\nBody:\nDO NOT SUPPORT!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93628", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93628\nTitle: These policies are violence against children\nBody:\nThey don't have the right to do this violence against children, so if they are going to be violent against the children why shouldn't we be violent back? Not advocating for anything, just saying.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93629", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93629\nTitle: Strongly oppose!!\nBody:\nAbsolutely ridiculous. This is a private and individual situation! It’s unsafe for both transgender and non transgender people in so many different scenarios! I think there should be a third changing and restroom option in every public building.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93630", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93630\nTitle: OPPOSE\nBody:\nOPPOSE\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93631", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93631\nTitle: Strongly Support\nBody:\nI strongly support this effort to provide safety to our transgendered youth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93632", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93632\nTitle: Fully support rights of transgender youth\nBody:\nI fully support legislation needed to promote the health and well-being of transgender youth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93633", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93633\nTitle: Fully Support\nBody:\nI fully support legislation to promote the health and well-being of transgender youth. Transgender students are more likely to experience harassment, bullying, and violence in school due to their gender identity. The policies outlined here will ensure that students at all Virginia schools will have the opportunity to learn and thrive in safer, more inclusive environments. Reject the hateful anti-trans rhetoric proposed by those in opposition.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93634", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93634\nTitle: Support\nBody:\nThis guidance would allow all schools to be equipped with the policies and procedures they need to confidently provide a safe and inclusive educational experience for all students, especially our LGBT youth. We can't change their home life, but we can make sure they are safe and welcomed at their school and don’t have to hide or live in fear. Students can get through the day just focusing on classes and graduation!  I support this guidance because I want a school environment that is safe and welcoming for everyone.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93635", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93635\nTitle: Strongly support\nBody:\nThis comment pertains to inclusive learning environments for transgender and non-binary youth in Virginia. I find it outrageous that anyone would oppose this. Young people have enough to deal with without discrimination based on who they are or their gender or sexual preference. All students should be accepted for who they are and their perceptions of self. Only acceptance will enable them to grow and succeed as valued and valuable members of society.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_93636", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 93636\nTitle: Support!\nBody:\nI support this needed change. Keep up the good work.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94037", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94037\nTitle: I do not agree with this. Strongly oppose this\nBody:\nI do not agree with this. I do not support this in schools. I am strongly against this\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94038", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94038\nTitle: Strongly Oppose\nBody:\nWe strongly oppose as this can lead to an increase in sexual related crimes.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94039", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94039\nTitle: Supporting Trans Students Saves Lives\nBody:\nTrans rights are human rights.  Denying Trans students necessary protections is denying them their human rights.  Statistics show that Trans youth who are not supported are at a much higher risk of anxiety, depression, and suicidal ideation. Failure to support Trans students would be abandoning our moral and ethical directive to protect our youth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94040", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94040\nTitle: Stop elevating transgender to a special class\nBody:\nStop elevating transgender to a special class.  It will only hurt females and males that would have to dress with these people.  Please do not subject the chiro this insanity!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94041", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94041\nTitle: Support!!\nBody:\nIt is essential to take steps to support trans youth and this is a step in the right direction!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94042", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94042\nTitle: While helping one child you are hurting many others\nBody:\nI am not in support of this bill.  While transgender students need to be treated fairly, it is not right to unfairly treat all other children.  Just because a boy that thinks he is a girl wants to use the girls bathroom and locker room does not make it right for my daughter to be exposed to the opposite sex biology at any age.  Nor should my son be exposed to female biology.  These are impressionable children at any age and exposing non-trans children to the other sexes biology because a boy want to use the girl's bathroom or locker room or a girl wants to use the boys bathroom or locker room is no excuse to do this.  We need to protect all children not just trans gender children.  This type of exposure is reckless, damaging and dangerous for non trans kids.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94043", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94043\nTitle: Strongly Oppose\nBody:\nThis policy proposal denies parents the right to raise their children in a manner they see appropriate.  For the Government to tell a child what is acceptable behavior and to punish behavior and values inconsistent with this policy is a form on thought control that is outside the purview of the role of government.  Please reject this policy and reinforce parental rights.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94044", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94044\nTitle: STRONGLY OPPOSE\nBody:\nThere is zero wisdom in enforcing laws and making massive adjustments to accommodate about .01% of children in our society.  Additionally, there is actual HARM in doing this.  Please get informed. https://www.news-medical.net/news/20191007/Hundreds-of-trans-people-regret-changing-their-gender-says-trans-activist.aspx\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94045", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94045\nTitle: 100% SUPPORT\nBody:\ni think this is very important for all students to be accepted the same and feel comfortable in the school they attend!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94046", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94046\nTitle: Support\nBody:\nI fully support transgender youth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94047", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94047\nTitle: I strongly support the health and well-being of trans students.\nBody:\nI strongly support the health and well-being of trans students in Virginia.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94048", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94048\nTitle: Support.\nBody:\nIt it imperative that all children recieve the support,  care, and tools they need to thrive in this world. Shame on those who disagree.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94049", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94049\nTitle: Transgender Bill\nBody:\nThis is ABSOLUTELY RIDICULOUS!! These very decisions are what is taking this country farther and farther from GOD!! I STRONGLY OPPOSE THIS BILL!! I will most definitely remove my children from public schools in the event that this bill is passed!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94050", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94050\nTitle: Fully support!\nBody:\nAll students deserve to be safe from harassment in their school, regardless of gender. Trans kids are valid!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94051", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94051\nTitle: 100% support\nBody:\nAs a mother whose children have gone to Richmond city schools I wholeheartedly support this! Children need a safe space to be themselves and express themselves however they identify.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94052", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94052\nTitle: PROTECT TRANS YOUTH\nBody:\nTrans people are people deserving of a life of love and peace. Trans students are entitled to their identity, livelihood, and happiness. Any act of discrimination, ostracism, or bullying should be swiftly acknowledged and handled in the best interest of the student’s health and well being. Comprehensive sex ed needs to be taught. If your school isn’t safe for Black trans students, your school is not a loving learning environment. The golden rule doesn’t only apply to Caucasian cishet people. God is watching you act like fools defending your idea that trans kids don’t deserve a safe learning environment...we’re talking about human rights here. Your trans/queerphobic opinion is irrelevant. How many more children/people have to commit suicide or be murdered for you to value all human life? Protect trans youth at all costs!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94053", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94053\nTitle: THIS IS APPALLING\nBody:\nThey are children. Stop pushing your own distorted view of the world on them.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94054", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94054\nTitle: I Strongly Oppose!\nBody:\nI STRONGY OPPOSE!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94055", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94055\nTitle: As a teacher, I strongly recommend anything that will treat transgender students safely\nBody:\nStudents need the ability to express themselves freely without hate or bullying from their peers, especially in public mandated school systems. As a straight person it’s important to remember this was not a choice and it’s not for them. It is only our job to support and love those around us.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94056", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94056\nTitle: I strongly support protecting transgender children’s rights in schools. Shame on those who oppose.\nBody:\nFULL SUPPORT FOR TRANSGENDER STUDENTS IN ALL PUBLIC SCHOOLS. IT IS ABHORRENT THAT THERE SHOULD BE A DEBATE ABOUT A CHILDS LEGITIMACY AS A HUMAN.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94057", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94057\nTitle: I do not understand how we have sank so low.\nBody:\nI fully believe by heading down this path, it will be one we can not return from. I believe in the Bible.  I believe what God has said in His word. He made man in His image, He made them male AND female. To be born a female, or male and say God made a mistake is a slap in the face. You will also set your teachers up for failure. If a child says one day I'm a boy and the next I'm a girl... How can a teacher not fail?  How many of our children will be molested because a male enters a female locker room?  How can you protect them?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94058", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94058\nTitle: VDOE transgender policy\nBody:\nI strongly oppose this policy, as these matters are best left in the hands of the students’ family. These policies would completely undermine parental rights. Parents are better able than school administrators and teachers to determine what is best for their own child. Parents have a vested interest in their child. This undermining of parental authority should not be up for debate in the state legislature.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94059", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94059\nTitle: VA mom strongly opposed!\nBody:\nI opposed 100%!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94060", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94060\nTitle: Transgender Policy- I STRONGLY OPPOSE\nBody:\nThis policy is dangerous to our children and is overreach by the Board of Education. I do not believe anyone should be discriminated against including: Individuals who are not comfortable sharing the bathroom with individuals of the opposite biological sex. Individuals who have strong religious beliefs that would be undermined by such policies. BOARD OF EDUCATION- FOCUS ON EDUCATION.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94061", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94061\nTitle: 100% STRONGLY SUPPORT!\nBody:\nTransgender students deserve nothing but to be treated equally as other students. It is very sad that fair and equal treatment and rights to any type of student is questioned. I hope the right decision is made.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94062", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94062\nTitle: OPPOSE OPPOSE OPPOSE\nBody:\nMy family and I have been Virginia residents for over 20 years. It is a real shame that the state of VA would allow women’s rights to be demolished by these transgender policies. All the women that worked hard to reach freedoms and goals for their own gender will be completely removed. Now men/boys can freely join in on what women so strongly fought for to create and pursue AS WOMEN. As a Virginia voter, if these policies are passed, be rest assured I will make sure those who are running the Virginia state government will be voted out and I will do everything in my power to make sure this happens.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94063", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94063\nTitle: STRONGLY OPPOSE\nBody:\nGender and anatomy are not separate and there is no science that says otherwise.  You are not what you \"feel\" you are.  You can't choose your age, race, or gender. What about all the students who feel uncomfortable being in the bathroom or locker room with someone of the opposite sex?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94064", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94064\nTitle: Support for trans students\nBody:\nThe school systems should need to understand how they can support their trans students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94065", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94065\nTitle: Fully support!\nBody:\nFully support\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94066", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94066\nTitle: Fully support !!!\nBody:\nI fully support trans kids rights. Those are human rights, period. Trans kids are nit just a percentage, they NEED to be protected.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94067", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94067\nTitle: Opposed, this endangers students.\nBody:\nAllowing Transgender males into women’s sports is unfair because they have a different biology than women. This will make it very difficult for any cisgender woman to succeed in a sport that she participates in. Allowing Transgender males into women’s bathrooms endangers women to insincere “transgender” males. This is an attack on basic biology and female students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94068", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94068\nTitle: Transgender policy\nBody:\nI strongly oppose the proposed guidelines based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94069", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94069\nTitle: Transgender policy\nBody:\nI support treating transgender students with dignity and respect. FCPS should create inclusive environments for all students. Hate has no home in FCPS!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94070", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94070\nTitle: strong oppose\nBody:\nThis is wrong on so many levels.  Opposite sex students should not be using the same bathrooms/locker rooms...that's asking for trouble.  Why confuse the children that believe they are the sex that God created them to be?  Why cater to the handful that wants this policy and cram it down the throats of those who oppose.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94071", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94071\nTitle: Protect transgender students\nBody:\nI fully support the protection of the health and well-being of transgender students in Virginia public schools. All children should be nurtured and encouraged to be their true selves and no student should be abused or tormented to maintain the comfort of bigots who sit at home worrying about whether or not a child should wear a dress or shorts. School should be a safe place for everyone, especially those marginalized by the world outside the school.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94072", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94072\nTitle: Strongly support!\nBody:\nI strongly support the VA Public School proposed legislation for the inclusion of transgender students! Thank you!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94073", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94073\nTitle: Loving trans people is telling them the truth!! Not sacrificing innocent kids. We want our tax $ bac\nBody:\nDon't fall their lies. This is to push pedophilia. Help them overcome and stop playing pretend! Thanks!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94074", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94074\nTitle: oppose\nBody:\nSupport equal rights, however strongly oppose when it is at the cost of someone else's rights.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94075", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94075\nTitle: Opposition to Virginia's \"Transgender\" Policy\nBody:\nI am completely opposed to using any gender designations or policies that are contrary to the genetic ones. Additionally, allowing anyone to use whatever bathroom that comports to a  \"choice of gender\" identity is plainly ridiculous. How about using the overly generous tax dollars you receive to bring education in Virginia back to the exemplary standard it used to have and to salvaging the last five months of our children's wasted year of \"education\"?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94076", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94076\nTitle: FULLY SUPPORT!!SHAME ON THOSE WHO OPPOSE!!!\nBody:\ntransgender students deserve a right to have protection and support in schools. ABSOLUTELY NO ONE should be shamed for their who they are, regardless of sexuality or gender. shame on those who oppose, you should know better.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94077", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94077\nTitle: Guidance policies toward transgenders in public schools.\nBody:\nI l strongly disagree with these new guidelines.  Parents should know what their children are being taught.  I do not want my tax dollars used to distort the minds of our children.  School and teachers should be teaching reading, writing and Arithmetic.  Not social issues.  Please do not pass this policy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94078", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94078\nTitle: transgender school polices\nBody:\nI STRONGLY disagree with this boys and girls are different and should not be in the same bathroom or locker room. There is only 2 genders stop pushing your agenda on little kids.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94079", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94079\nTitle: Oppose\nBody:\nThis policy seeks to deny cis-gender students the same considerations being given to trans-gender students.  Cis-gender students also desire safe and private places for changing clothes and using the restroom.  Schools must seek options that afford both types of students these considerations.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94080", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94080\nTitle: 100 FULLY SUPPORT TRANS LIVES MATTER\nBody:\nTransgender students deserve the same kind of quality care and teaching. Why introduce more bigotry into a world that's already conditioned with so much hate? Let school and education be a place where trans students can feel comfortable learning in. Trans rights are humans rights, and their lives are valuable and important every single day.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94081", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94081\nTitle: Oppose\nBody:\nI can’t believe that we are even talking about this. Vehemently oppose!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94082", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94082\nTitle: Strongly support!!!!\nBody:\nI fully support human right for all children. It’s our moral duty to create a safe space for self expression for EVERY child. It’s really a no brainer in 2021!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94083", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94083\nTitle: Support!\nBody:\nI fully support legislation to promote the health and well-being of trans youth!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94084", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94084\nTitle: Fully support transgender youth in our schools\nBody:\nTransgender youth are valid and should receive the same rights, protections, and opportunities as all students in our communities. It is disgusting that discrimination of any student is open for discussion in our communities. I fully support the guiding document and hope that it ensures the protection of our children from bullying and harm.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94085", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94085\nTitle: Fully support\nBody:\nI fully support any and all people having the right to choose who they are based on how they feel. All should be protected, regardless of the opinions of others.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94086", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94086\nTitle: Strongly Oppose ..... Daniel 9:3-7\nBody:\nHow could we do this to our innocent children?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94087", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94087\nTitle: Oppose\nBody:\nTrans rights are human rights and we need to come beyond this\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94088", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94088\nTitle: Support\nBody:\nI strongly support the guidance to protect transgender students at school.  It is imperative that our public schools take a clear stand to say that our transgender students have dignity and are worthy of these protections.  Thank you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94089", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94089\nTitle: Saying no to transgender bathrooms in schools\nBody:\nThis is so wrong in so many ways, boys need to have separate restrooms from girls and as far as that you cannot tell me these kids know what they want at this age you are asking for trouble letting boys who think they want to be a girl go in a girls bathroom and suddenly they get aroused and boom they make moves on a innocent girl come on people think before you go making crazy decisions\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94090", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94090\nTitle: Transgender\nBody:\nYou people are absolutely Sick letting young boys and girls use the same bathroom. And you people scared to put your name up why don't you grow a Set.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94091", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94091\nTitle: I strongly oppose these measures!!\nBody:\nAlthough I feel great empathy for children grappling with sexual identity, the measures proposed are ill advised and could have a negative impact on ALL children and faculty alike. To suggest that gender is fluid is ludicrous and does not support science. There are meaningful, biological differences between males and females, which cannot be redefined just because someone doesn’t identify as such. And it is certainly not the role of the school or faculty to teach, advise, or force children to believe their man made definition of gender. It is the role of parents and families, not schools or the state to provide a child’s moral compass. Furthermore, these policies puts educators and students in compromised situation to support philosophies and ideologies they oppose. I am particularly concerned that parents would not be notified if their child is being interrogated by school officials for allegedly “violating” these policies, or have the opportunity to intervene on their child’s behalf.  This is particularly problematic when a child can change their identified gender at any time. How could classmates or educators be expected to keep track of the current gender status of each classmate. I am particularly concerned with the impact this could have in girls bathrooms and locker rooms. These policies put girls in danger as well as disrupt needed privacy. I do not support those policies, but instead suggest adding additional unisex bathrooms to address that issue. These policies would also be devastating to  girls sports. Girls will be negatively impacted if boys are allowed to participate on girls teams and could steal opportunities that female athletes have worked hard fir years to achieve. There are countless other ways that these proposed policies destroy school cultures and the well being of 99 percent of the population to mollify the loud voices of the one. There are better ways to address transgender issues. Please vote against these measures—Protect ALL children!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94092", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94092\nTitle: *Vigorously* Oppose\nBody:\nThis is an extremely radical proposal that infringes on the First Amendment rights of teachers and students who possess religious (and secular) views that stand in conflict with the goals of this policy. This policy harms children who not in a position to make such decisions; their brains are still developing. Parents must be allowed to be involved in their children's lives and choices. I am vigorously opposed to this absurd policy, which flies in the face of reality, robs parents of their right to be involved in raising their own children, and infringes on the rights of citizens. Do not allow this.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94093", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94093\nTitle: Protect all children\nBody:\nNeed to consider all children needs..   Oppose when it at another child's well-being.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94094", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94094\nTitle: Strongly Oppose Proposed \"Model Policies for the Treatment of Transgender Students\"\nBody:\nPlease do not enact the policies proposed in the \"Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document.\" I strongly oppose this proposal, and I exhort you to please reject it. There are several egregious problems with this proposal: This is a grave violation of students' rights, including their Constitutional right to privacy and free speech. This proposal goes to extraordinary lengths to protect the emotions of students claiming to be transgender who wish to use bathrooms of their choice. But it fails to make any attempts to protect the emotional well-being or SAFETY of students who are not comfortable with someone who looks and seems to really be a male but wants to use the girls' bathroom or showers. What about those male students who will simply use this policy to gain access to girls' showers. And you are going to punish parents for objecting to this? Shame on you. It also punishes students for not going along with the speech code that this proposal forces on them, punishing them for expressing their own opinions and making their own conclusions about these issues. That is not education; it is indoctrination. Parents have an unalienable right to determine how to educate their children, including instructing them on human sexuality. It is a grave injustice on the part of the government or schools to threaten to punish parents for disagreeing with the schools' indoctrination. Threatening to remove a child from a parent's home for disagreeing with this transgender ideology is in itself an act worthy of impeachment. It is a scientific fact that every human being is either male or female. In fact, every cell of the human body has the chromosome code stamped on it as either male or female. The transgender ideology is really a denial of reality. And you are trying to force everyone to go along with this lie. This is an example of absolute tyranny. You are trying to force everyone--students and parents--to comply with this indoctrination program, even though it is a scientific fact that this ideology is false. This proposal ignores the beliefs of the vast majority of parents and students, who do not wish to be indoctrinated in this agenda. This proposal will make Virginia's schools a very stressful place for the vast majority or students. Taxpayers pay for public schools. We would like the children where we live to be provided a solid education. It is a waste of taxpayer dollars to use schools as a training ground for a political ideology--especially one, like this, which is not shared by the majority of people. But even if it were shared by a majority, it is still not the role of schools to indoctrinate children. Focus on math, reading, writing, science, and other real subjects that students need to know. For these reasons and more, please reject the proposals put forth in this shameful, unjust document, which in the final analysis would subject our students to harassment and violate their Constitutional rights to privacy and free speech, as well as the rights of parents. Thank you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94095", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94095\nTitle: Full Support for Transgender Students\nBody:\nI'M IN FULL SUPPORT FOR TRANSGENDER STUDENTS IN ALL SCHOOLS. IT'S UNBELIEVABLE THAT THERE HAS TO BE AN ACTUAL DEBATE ABOUT A CHILD'S LEGITIMACY AS A HUMAN BEING.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94096", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94096\nTitle: Promote the health and elk\nBody:\nI fully support legislation to promote the health and well being of trans youth\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94097", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94097\nTitle: Support\nBody:\nI fully support the protection of the health and well-being of transgender students in Virginia public schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94098", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94098\nTitle: Support transgender rights\nBody:\nTransgender rights are human rights\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94099", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94099\nTitle: FULL SUPPORT\nBody:\nI fully support the protection of the health and well-being of transgender students in Virginia public schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94100", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94100\nTitle: Strongly oppose\nBody:\nThis is absolutely unacceptable, if this passes I will not be sending my child to school.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94101", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94101\nTitle: Support\nBody:\nI support the protection of trans kids in school. They are the ones being threatened. All they want to do is have a safe place to learn and be treated just like everyone else in their class. It’s simple.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94102", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94102\nTitle: Support- all students deserve a safe school environment\nBody:\nEvery student deserves the right to be treated fairly and a safe, welcoming school environment. Trans students deserve the same protection and nurturing and their vision-\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94103", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94103\nTitle: transgender rights\nBody:\nI strongly support transgender rights.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94104", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94104\nTitle: Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nBody:\nOppose 100 percent.  Genes contain the DNA to determine the sex of newborn.  The mothers blood sample determine the fetal sex.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94105", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94105\nTitle: I fully support!\nBody:\nI fully support protecting trans and non binary youth in Virginia schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94106", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94106\nTitle: Strongly opposed\nBody:\nopposed\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94107", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94107\nTitle: Trans Kids Are Kids!\nBody:\nI am a Fairfax County resident of 25 years. I strongly support this. School is not a place to pass judgement, it is a place to learn without hostility and unnecessary obstacles. Trans children are children, and trans children's right are children's rights. Please allow trans children the dignity that cis children are naturally given.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94108", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94108\nTitle: Support all children's safety is priority #1\nBody:\nThe schools efforts should always prioritize safety for all students at minimum\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94109", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94109\nTitle: Strongly support!\nBody:\nTrans rights are human rights. There should be no prejudice against any person based on gender. No matter the gender, chosen or assigned at birth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94111", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94111\nTitle: ? Gender in school.\nBody:\nOppose!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94110", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94110\nTitle: Emphatic Support for Transgender Rights\nBody:\nI suppose it shouldn’t come as a surprise, the callous, self-righteous tone of those speaking out against adopting these new standards. I do find it wildly disappointing that they all seem to show an incredible pattern of ignorance and a gross misunderstanding of what they are speaking out against. To see so many people put their “beliefs” and opinions before the lives and safety of children just to continue to live in their little bubble is truly infuriating. To not adopt these new rules and standards is to openly admit that you are content with the continued abuse, violence, ostracizing and overall torment that students who are transgender or gender nonconforming face everyday.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94112", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94112\nTitle: Strongly opposed! The idiocracy has to stop! This effects the kids living by their God given gender!\nBody:\nThis hurts the kids that are living by their God given genders and should not have to feel uncomfortable in school, bathroom or locker room. The majorities still have rights! Trans kids need to learn to navigate their lives just as a person with disability or any other differences would have to. This is opening the door for more sexual harassment, rapes, fights etc. Do not allow this! Do not make the MAJORITY of kids feel uncomfortable to accommodate a few. Stop making gender a thing that can just be changed on a whim, stop shaming those who do not believe in this. There is no neutrality when it comes to gender,  I am a WOMAN, I can have a baby, I have a menstrual cycle and I have God given breasts,  all of the things a boy doesn't have and I will not allow my daughters to be made uncomfortable because some boy may lie to sneak a peak. Use some common sense!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94113", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94113\nTitle: Strongly support\nBody:\nI strongly support protections for vulnerable trans and non-binary students in Virginia. Legislation such as this can literally be a life-saver for kids and teens at risk of violence, bullying, and suicide. I have trans and non-binary friends, family, and loved ones, and I want them to feel safe and supported. Our local school system has recently adopted strong guidelines to support trans and non-binary youth, and I hope to see all VA students supported in this way. A tolerant and supportive school environment is beneficial to ALL students, regardless of their gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94114", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94114\nTitle: Support protection of children from bullying but strongly oppose this policy\nBody:\nSupport protection of children from bullying but strongly oppose this policy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94115", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94115\nTitle: FULL support\nBody:\nfull support, we should be teaching our students with love and compassion and in ACCEPTING environments. let them grow freely into who they will become--mind body and spirit.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94116", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94116\nTitle: I fully support legislation to promote the well-being of trans youth\nBody:\nI fully support legislation to promote the well-being of trans youth\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94117", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94117\nTitle: I fully support\nBody:\nI fully support legislation to promote the health and well-being of trans youth!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94118", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94118\nTitle: Support trans and non binary youth\nBody:\nI urge you to vote to support the rights of transgender and non binary students. As a person with a relative who is transgender I know first hand how challenging and uncertain every day life can be for him and other trans youth. To have consistency, support and understanding in our schools is vital to their welfare and mental well being. If you have concerns, please educate yourself by talking to trans youth so you understand fully their situation. Thank you for your support!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94119", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94119\nTitle: Trans students need support\nBody:\nI’m a mom to a trans kid and speak from experience when I say that trans students need all the support they can get as they try to go through a very difficult time. They have all of the stress and anxiety of cis kids and teens with a major medical condition that affects both their physical and mental well-being on top of it. If they are luckily they have the support of their families, if not then they are managing a complex issue while also having to hide a core piece of their identity. School should be a safe place for all students to experiment and find the path that is right for them. Trans kids need that more than anyone to become happy and healthy adults.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94120", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94120\nTitle: I fully support!\nBody:\nI fully support Trans rights!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94121", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94121\nTitle: I fully support legislation respecting trans rights.\nBody:\nI fully support legislation protecting trans rights.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94122", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94122\nTitle: Oppose\nBody:\nStrongly oppose\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94123", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94123\nTitle: Strongly Oppose\nBody:\nStrongly oppose\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94124", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94124\nTitle: Strongly support\nBody:\nI strongly support ALL trans students in VA schools!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94125", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94125\nTitle: OPPOSE\nBody:\nI oppose. Schools should not be able to take a parent's responsibility. It is not the school's duty to decide what decisions a child can make without their parent. Parents and families are the foundation of society. From the document: \"School divisions will need to consider the health and safety of the student in situations where students may not want their parents to know about their transgender status, and schools should address this on a case-by-case basis. If a student is not ready or able to safely share with their family about their transgender status, this should be respected.\"\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94126", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94126\nTitle: VDOE Transgender Guidance Draft\nBody:\nI strongly oppose this document for several reasons.  The school should stick to education of subjects and not push liberal ideologies on students or parents.  Schools should not help students “explore” their sexual identity.  That should cause serious concerns for the safety of students.  While all students should respect the differences of others in society, this document should stop at that.  The point is non-discrimination, period.  For any reason.  The rest is usual government overreach.  Thank-you for allowing me comment.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94127", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94127\nTitle: Concerned father about Transgender school policy\nBody:\nI am father of a Daughter. who goes to 2nd grade. I dint want her to go through this BS. Stop where you are, other wise we all will see consequence like NOAH'S time. History never lied. thanks for understanding.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94128", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94128\nTitle: VDOE Transgender Guidance Draft opposes\nBody:\nI strongly oppose this document for several reasons.  The school should stick to education of subjects and not push liberal ideologies on students or parents.  Schools should not help students “explore” their sexual identity.  That should cause serious concerns for the safety of students.  While all students should respect the differences of others in society, this document should stop at that.  The point is non-discrimination, period.  For any reason.  The rest is usual government overreach.  Thank-you for allowing me comment.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94129", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94129\nTitle: Strongly oppose Transgender Litigation in VA schools\nBody:\nAs a mother of two school-aged boys, this litigation is disturbing to me.  God made man and then woman.  I realize with Transgender the person does not identify with their assigned sex however that doesn't make it a reality.  A man's chromosomes cannot be engineered into female chromosomes.  Research shows that only .7 percent of teens 13-17 identify with transgender.  For most people sex and gender align therefore I ask you how is it fair that school systems impose these guidelines on the majority?   I am very open with my boys and we have discussed this litigation; neither of them would feel comfortable with the opposite sex in the restrooms or locker rooms with them.  My oldest son said it would be a distraction for a girl to have her shirt off while playing sports.  I have always tried to instill kindness into both of my boys.  I teach them to be kind no matter what someone looks like, how they act, or even if they treat them wrong (we never know what someone's life is like at home or what they are dealing with).  Parents know their children better than anyone else.  It is a parents job to help their children to figure out who they are and who they want to be.  If a child is struggling with gender then its the parents job to help them by loving them through it.  It is NOT the school's job \"to help a child to explore, facilitate, and make decisions regarding their gender\" especially without the parent's knowledge.  I believe that all children need to be taught and treated with kindness by teachers and their peers.  I do not believe that this litigation will help empower transgender; I believe it will create a bigger divide.  This also violates the 1st Amendment - freedom of religion and freedom of speech.  Please do not pass this litigation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94130", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94130\nTitle: Road to Ruin for Arlington Public Education\nBody:\nRoad to Ruin for Arlington Public Education We are Arlington parents and 30-year residents of this County. We have considered Arlington’s ability to nurture our youth by providing a public education grades K-12 at no cost, and in pursuit of academic levels robust in comparison with the top levels that this nation has to offer anywhere, to be an occasion for pride. We regret to say that this pride has been overshadowed with dismay over what we perceive to be an aggressive social engineering agenda being imposed now by the proposed expansion and implementation of “model” policies for the treatment of transgender students in the public schools. It is apparent that there is an agenda behind these policies that is being driven not by legitimate academic goals, nor by any imperative to respond to any commonly expressed interests of county residents, but only by the wishes of a small minority of insiders and innovators who would impose policies on an entire community’s school system without having to validate them against the common values of the community. The agenda that these policies represent would, in our opinion, tend to be disruptive if implemented, and would be a disservice to students and non-students alike. While public education outside the home is a value and right, there still is an essential role for parents and families in the development of their children that should not be cavalierly undermined, as these policies appear to do. Minor students are under the tutelage of their homes of origin until legally and financially liberated. Schools should not be elevated to a substitute for parents’ roles; nor should the school system be used as an experimental laboratory for the unharnessing of youth who have experienced gender dysphoria from the norms represented by their families of origin, to see what will happen next. These policies, as we see it, presuppose that there will be adversarial relationships at times between parents and teachers.  Naturally, there will be.  This has always been the case. Then, in the case of the self-identified cases of transgender students, the policies would give the upper hand to school administration in determining the treatment in all the potentially disruptive settings that may occur, such as dressing, naming, and accommodating in bathrooms and other school facilities. This is madness. Youth who are in the throes of a gender dysphoria -- whatever the circumstances, whether by choice, by nature, or by outside intervention; whether mild, convinced, or questioning; whether home-supported or home-conflicted – should of course remain eligible for a quality Virginia public education, which can only be accomplished in an atmosphere of healthy respect, compassion for any anxiety or depression, and opportunity for reference to health care professionals for any acute needs. Wouldn’t this be the norm under existing Virginia public school policies, with any potentially disruptive health condition or behavior?  Without singling out Transgender as a recognized category deserving of special protection, current policies in Virginia can surely accommodate troubled students on a case-by-case basis. The overlaying of these policies is unnecessary and unwelcome, as is the introduction of special educational curricula and training materials for teachers and administrators. We would urge that you suspend imposition of these ill-advised and very disruptive policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94132", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94132\nTitle: OPPOSE - THIS WILL LEAD TO SEX IN SCHOOLS\nBody:\nI fully support transgender rights, however I’m concerned this will develop a loophole in which anyone can disguise themselves as trans, in order to have sex with their fellow peers on school property. That is illegal by law and considered statutory rape\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94131", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94131\nTitle: This is not about transgender right, this is about destroying women's rights. Shame on VDOE\nBody:\nI don’t know how anyone would approve of this policy unless they are extremely ignorant.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94133", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94133\nTitle: The degradation of education\nBody:\nThis is exactly the reason we will continue sending our child to a private Christian school.  It is a shame that part of.our tax dollars go to support the trans agenda.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94134", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94134\nTitle: Fully support\nBody:\nI fully support VA passing guidelines and policies to support transgender children. All children have the right to an education, and the safety, encouragement, and exploration that school can provide. Transgender children deserve to have their identities recognized. I want children to grow and flourish in environments that recognize and celebrate differences and diversity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94135", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94135\nTitle: Fully support\nBody:\nIt is in my personal and professional opinion that we have a responsibility to treat all students fairly, with dignity, respect, and as unique individuals. School should be a safe space for students to express themselves and feel secure, validated, and understood. This includes equitable and fair treatment when it comes to pronouns, student records, privacy, restrooms, locker rooms, PE, sports, dress code, and gender based activities. It is of the utmost importance that students are able to feel safe physically, emotionally, and socially, free of discrimination and bullying. We should be able to have these conversations with all students in bringing visibility to trans human rights as we in schools respect and honor people’s differences.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_94136", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 94136\nTitle: Educators Support Our Transgender Students\nBody:\nI have been an educator for over 20 years, I have had the privilege of working with students from a variety of religious, races, cultures and sexual identities.  Not one time, has a trans gender student wanted anything more than to simply be accepted for who they are. The students, in classes with them, on teams with them and in the halls with them aren’t the ones complaining. The ability for transgender youth to have more of a voice is additionally educating their peers that they are not a threat and are simply children trying to be their best self. All teens struggle to find their identity as they grow, why would we not support those who have stated it? Our job is to support, nurture and educate all of students. This should be a non-issue.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95039", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95039\nTitle: NOT SUPPORT new transgender policy\nBody:\nDO NOT SUPPORT!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95040", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95040\nTitle: Strongly Support - Trans Rights are Human Rights\nBody:\nEvery Transgender citizen deserves to be treated with respect and integrity. Every Trans youth should be given the opportunity to succeed and thrive without fear of discrimination. Every Trans student should be given the same rights afforded to every other student in the Commonwealth. And every educator should be given the proper evidence-based training and tools to support every student, no matter their gender, orientation, or identification. Strongly support!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95041", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95041\nTitle: I do not support the eradication of all distinctions of the sexes in regard to public school guides\nBody:\nI understand the intent to grant the right to equality to the homosexual community. However, in  a free society the rights of any one  group cannot wipe out entirely the freedoms of other groups who must have the ability to dissent in the public forum . I believe that since the public schools are supported by all the people of Virginia , there has to be guidelines in place that support some distinctions of the sexes. In light of the Me Too movement , anti -bullying laws and lawsuits that defend the right to be free of sexual harassment and intimidation , we would be wise to not ignore some distinctions. To do so is to be completely insensitive to the very real and important guidelines that can help protect young people whether at school or a job or when they enter the adult world. Respectfully, I ask you to vote down the bills that eradicate all sexual distinctions between male and female. Please allow the freedom to have privacy in locker rooms and bathrooms for all citizens in Virginia. Thank you for your consideration.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95042", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95042\nTitle: STRONGLY OPPOSE\nBody:\nOur government and school system have no right to circumvent a parent(s) on issues of sexuality.  This should not be a conversation held within schools without consent of a parent.  Sure, allow kids to use whatever pronoun they use. BUT sex is biological and not a feeling. Children are also not able to legally consent to anything (marriage, voting, smoking, etc) prior to being 18 so why should  we allow our children to make a life altering decision such as this prior to adulthood????????  The path our schools are going down at this moment is shameful.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95043", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95043\nTitle: strongly opposed\nBody:\nStrongly opposed\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95044", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95044\nTitle: Strongly Oppose\nBody:\nThe extreme politicization of transgender issues does not belong in our schools. I do not want my grandchildren to be indoctrinated with challenges to their God-given gender.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95045", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95045\nTitle: Trans Child Guidance\nBody:\nI support the guidance. I don't understand how protecting trans kids is even up for debate; why wouldn't you want to protect children? It's 2021 and you can choose to be hateful, but your choice to be narrow-minded should not endanger anyone, ESPECIALLY a child.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95046", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95046\nTitle: Trans\nBody:\nI strongly disagree with this!!!!!!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95047", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95047\nTitle: Fervently Oppose!\nBody:\nNo child should be bullied, singled out, treated poorly, etc, for any reason. That goes without saying. However, this policy goes way beyond protecting children and instead actively promotes gender confusion, something that is deeply harmful to a child's psyche and potentially physical body. Young children are not mentally, emotionally, or physically mature enough to proclaim they're \"trapped in the wrong body\" and so if a child makes that claim, the right response should be to go to the parents right away and let them address it. Public schools should have no authority to encourage and promote gender confusion to developing children. By doing so, they'll be making it 'cool' and creating an avenue for children who don't fit in to find some sort of community or way to fit in that will potentially carry negative repercussions for them the rest of their lives. Stop the child abuse and political BS. Focus on reading, writing, and arithmetic, and leave the social experiments at home!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95048", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95048\nTitle: Trans policies encourage all students to become successful, engaged, and enlightened citizens\nBody:\nThe treatment of transgender students is an important element of Virginia's education goals of having policies and leadership that improve student achievement and prepare students to succeed in postsecondary education and the workplace, and to become engaged and enlightened citizens. We know that supporting student physical, emotional, and social well-being contributes to positive educational and social outcomes.  To do anything else encourages the opposite -- impeding trans students' ability to focus on academic and extra-curricular participation, causing confusion and uncertainty for all students, and allowing/condoning mistreatment by classmates and teachers.  These policies are in line with physical and psychiatric science/medicine best practice approaches to supporting people experiencing gender dysphoria that include reinforcing self-identification, and exploration of and integration of individualized identity in a safe environment. These policies in no way negate school behavior expectations and rules.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95050", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95050\nTitle: I do not agree with this at all,\nBody:\nI do not agree with this. I do not care if anyone is gay, transgender what ever they chose. But allowing males to go into a female locker room or bathroom is putting these young girls at risk for rape. Who is to say if the male is truly transgender or just wants to be a pervert and look at all the young girls.  And the same goes for if a girl goes in the guys locker room, will she not be subjected to inappropriate comments and gestures. Not many teen boys is comfortable changing infront a girl, atleast not in middle school.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95049", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95049\nTitle: I totally do NOT support this nonsense.\nBody:\nWe are harming our children by teaching them they can make up whatever gender they want. NO! You are born a girl or a boy, stop confusing our children. It is child abuse to teach this in school. The science does not even make sense. I will always speak out for truth and to protect our children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95051", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95051\nTitle: Strongly Disagree\nBody:\nI believe we should not be forced to tolerate anything that goes against the laws and teachings of God or biblical beliefs. My son is a boy and I don't want him being confused. If I'm Black, but identify as White, does that change the color of my skin based off how I feel? While I believe in respecting all people, I don't want my son learning and participating in things not of the Lord.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95052", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95052\nTitle: Oppose! Parental rights r being railroaded by school authorities who are usurping parent’s guidance.\nBody:\nSchool authorities are usurping the rights of parents to guide THEIR children. They are becoming the authority of how children think, act/react and choose. Free speech, free thinking (whether you see an issue the same way or not) is so important! Also, why would a policy like this need to be enacted? What transgender rights are being violated now?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95053", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95053\nTitle: Opposed\nBody:\nWhile I do NOT condone bullying or harassment of any person, I oppose this for other reasons. I do not feel that it is safe for transgender students to use bathrooms/locker rooms corresponding to their perceived gender. I do not agree that schools should be involved in helping students explore their sexuality or gender issues without the knowledge of parents.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95054", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95054\nTitle: Support Transgender kids\nBody:\nI believe we should support transgender kids and/or questioning kids. Transgender students should be able to feel comfortable in school because it is the place they go to almost every day. We shouldn't exclude them. They just want to be normal kids. To avoid the religion problem and pronouns, maybe instead of addressing students by their preferred pronouns, you can just address them by their preferred name. Anyone, no matter transgender or cisgender could change their name. To avoid the problem of other people being uncomfortable in locker rooms, you could let the transgender student use a private changing room. This would seem like a fair compromise. The science argument also isn't the best argument because there is a science to back up why transgender kids are the way they are. With a couple of compromises, I think this would be a great idea.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95055", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95055\nTitle: Support\nBody:\nI am writing in support of the Model Policies on the Treatment of Transgender Students, because I believe all students should have equal access to education where they can thrive and reach their full potential. From working with transgender youth, it is clear how school can be a place where they're supported by staff and policies, or where they're bullied by those same staff (and students). Policies are a critical structure to both protect students and empowering staff to be supportive of transgender students. GLSEN's 2019 National School Climate Survey shows that transgender and nonbinary students feel less safe at school and miss school more often because of feeling unsafe compared to their cisgender peers. Transgender and nonbinary students also report higher rates of victimization and discrimination than their peers, especially regarding respect for their names and pronouns and access to bathrooms and locker rooms. Transgender and nonbinary students should feel safe and included in their learning communities. No one deserves to be bullied, harassed, or discriminated against in their school, which is a place where they are supposed to be able to learn and be a part of a community that accepts them for who they are. Schools teach students how to succeed but they also teach students how to treat each other. This proposed rule will make Virginia schools a better place to learn for transgender and nonbinary students, which creates a better learning environment for all.  Thank you for your commitment to ensuring safe and welcoming schools for all Virginia students. Sincerely, Alexandra Rooke\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95056", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95056\nTitle: ABSOLUTELY NOT!!!!\nBody:\nThese troubling policies proposed by VDOE are totally unworkable and will force all students, faculty and administrators to comply with an empirically false view of sex and gender, even if it directly conflicts with their own fundamental beliefs. However you choose to identify when you are an adult is entirely up to you, but you are born a male or female with appropriate parts to that fact.  The bible says:  ...male and female He created them. (Genesis 1:27)  He created them male and female...(Genesis5:2)  [Jesus said,]\"But from the beginning of the creation, God 'made them male and female,'\" (Mark 10:6)  [Jesus said,] \"Have you not read that He who made them at the beginning 'made them male and female.'\" (Matthew 19:4)  No matter what you \"choose\" to identify with, you are anatomically either male or female.  No male should be allowed to use a female bathroom/locker room or changing room (that opens up all kinds of sexual misconduct/harrassment) nor should they be allowed to participate in girls/women's sports.  Our school systems/government should not be \"teaching\" our children what gender they are. GOD HAS ALREADY DECIDED THAT!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95057", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95057\nTitle: Strongly Disagree! Example: A boy pretends to identify as a girl in same room with your daughter? NO\nBody:\nI do not approve of the proposed guidelines based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children.  We must teach our children to love others regardless.. However we cannot put them in harm's way... Example... Would you want your daughter alone in the same bathroom with a boy who pretended to identify as a girl??? NO!  We must use common sense here.  If there are kids who are truly suffering with transgender... We need to reach out to them in love and provide them with a free counselor.  Having two sexes may be confusing for them and they will probably need to have free counseling to help them in their life.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95058", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95058\nTitle: Strongly Support\nBody:\nI strongly support this movement for transgender students in schools - it is a difficult time in a person's life as they are trying to figure out who they are and where they belong. I myself saw many of my classmates at that time in my life depressed, lost, turning to drugs or other dangerous activities and cutting themselves from bullying even though we were in a well off area in one of the best high schools in Fairfax county. It is not the school system's job to force religious ideals or traditional ideals on kids who just want to explore their identity. Parents are free to think whatever they want, but to oppose a bill that advocates for anti bullying and support of students? That's advocating for the continued terrorizing of these kids who only need support. I strongly support this document because people should be allowed to think whatever they want but they should not be allowed to terrorize other people just because they are different. Schools need to stand up for these kids. The outdated and abrasive opinions by traditional parents who think \"God made us this way\" are harmful - they can teach that in their own home, but if their kid turns out to be transgender and needs support, at least they could get it from school. Additionally, a public school is not a place for enforcing religious beliefs. Let children learn in a safe environment regardless of how they are different. If they are not accepted at home they deserve to be accepted SOMEWHERE. This could save lives.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95059", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95059\nTitle: *PROTECT TRANS KIDS*\nBody:\nStrongly in favor of supporting this legislature! Trans rights are human rights and should be protected under the constitution. This matter is irrelevant to the teachings of your Bible or what your liver-spotted pastor has preached to you. Separation of church and state is the foundation in which our laws are built on and should continue to be built on. This is not a political matter, this is a mental health matter. Let's encourage our youths to be who they are freely and without fear of retribution while setting foot in Virginia's learning institutions!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95060", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95060\nTitle: Absolutely oppose\nBody:\nAs a mom, I am ABSOLUTELY appalled.....this bill is requiring all school divisions in VA to teach what needs to be addressed at home, and ONLY at home! Children cannot even have sex Ed classes without opt in permission, yet schools will be required to adopt trans-gender policies. And even more appalling, is the fact that children can use whichever bathroom they prefer.....we are asking for disaster here!! This defies common sense. I will NEVER support any legislators who support this bill. Vote this bill down!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95061", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95061\nTitle: oppose\nBody:\ndo not agree\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95062", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95062\nTitle: Firmly support\nBody:\nYoung people should feel safe and valued at school. It may be the only place where that can happen depending on their household circumstances. Supporting trans and gender non-conforming young people should not be challenging for educators and staff. Let's move Virginia forward!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95063", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95063\nTitle: No way, no way\nBody:\nThis bill is absolutely ludicrous.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95064", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95064\nTitle: Support\nBody:\nI support this legislation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95065", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95065\nTitle: I oppose.\nBody:\nI oppose.  I will always support good people, and support any child in need of said support. But I do not support forcing a lifestyle choice on EVERYONE. Especially children who probably aren't even fully aware of themselves yet. What we need is better role models, and to stop being ugly toward one another and trying to force beliefs and opinions down each other throats. We all have our own unique DNA and finger prints for a reason.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95066", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95066\nTitle: All policies with regard to to sexual identification\nBody:\nABSOLUTELY NOT!! Apparently there is complete stupidity to the implications of having opposite sexes flitting around without discretion in restrooms/locker rooms. Do you honestly think students won't take advantage of the opportunities to go unguarded into facilities just to catch a glimpse of a naked or semi-nude classmate?!  WHAT IS WRONG WITH YOU PEOPLE?!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95067", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95067\nTitle: Protect Trans Kids!\nBody:\nWhat does it say about the state of Virginia that the protection of any child is up for discussion?? Trans kids deserve equal protections and respect just like anyone else. The life expectancy of trans people is about half that of other people and the normalcy of not protecting trans children contributes to that horrible statistic.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95068", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95068\nTitle: Leave religion out of this\nBody:\nAll the people here are screaming about these new policies being “indoctrination” yet the strict religious teachings that 99% of these bible humpers force on their kids would count as indoctrination. So sit down, shut up, and let the world be progressive\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95069", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95069\nTitle: I support\nBody:\nPlease support this legislation to allow our children to be who they are with support and non-discrimination laws in place. thank you\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95070", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95070\nTitle: House Bill 145 Treatment of Transgender\nBody:\nI believe this Bill is an overreaction of the government into the lives of families.. It may even cross the lines of Church and State. It is imperative that we always teach or children to be tolerant and respectful even of those things they do not agree with or understand.. However, having school counselors keep vital information regarding a child’s development secret from  the parent/guardian is toxic and doesn’t help the child. Also, as a mother and a woman, I am concerned how this will affect our girls and their rights to privacy and safety.. Please reconsider this Bill.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95071", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95071\nTitle: Trans rights are human rights\nBody:\nStatistically trans people are more likely to attempt suicide and if you’d like to know why, I bet you can see by looking at some of these transphobic and uninformed comments on this thread. Trans people have been around since the beginning of time. Your bigotry and hatred for them will not stop them from existing. They are here and they will continue to be. Support them or get out of their way. Equality now.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95072", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95072\nTitle: Human Rights\nBody:\nLeave your judgment for God; you’re no holier spewing hate from your heart. The opposite actually, Christ is tolerance & forgiveness, with unending love for everyone, not just yourself & those that look like you. Trans lives are Human lives\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95073", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95073\nTitle: Transgender! Strongly disagree!\nBody:\nStrongly disagree with this matter! This is forcing things on children and that dont need to be. It’s inappropriate and shouldn’t even be a thing. My kids will be home schooled if this is passed.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95074", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95074\nTitle: Strongly disagree\nBody:\nWe strongly disagree with the proposed transgender policies and urged you to cease and desist. These proposed policies take away protection from my children and have extremely hurtful ramifications to my children. And it directly conflicts with our sincerely held religious beliefs. Again, we strongly disagree with this and you do not have our vote.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95075", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95075\nTitle: OPPOSE\nBody:\nThere are other ways to “protect” the rights of the trans community than to impose these types of policies in schools in VA. This is infringing on the rights of all others. We have rights too, such as bathrooms where freaks & perverts are not allowed a free pass to hang out,\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95076", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95076\nTitle: Fully Support\nBody:\nI fully support legislation to promote the health and well-being of trans youth. The proposed guidelines in this document will make our education system more equitable and will provide a better learning experience for trans and gender nonconforming youth. Creating a safe and welcoming environment is vital for promoting education, and I think these guidelines will help accomplish that goal.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95077", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95077\nTitle: NO!!!!! strongly disagree... not safe for our children\nBody:\nHorrible and sickening! Do not support this and our children do not need this. So many bad things could come out of this!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95078", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95078\nTitle: IN SUPPORT!\nBody:\nI am in complete support.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95079", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95079\nTitle: Support based on medical evidence\nBody:\nSupport trans children! Please read the American Academy of Pediatrics' stance on the importance of gender affirmation, which includes but is not limited to gender affirming schools and communities , for the biopsychosocial development of trans youth. Link: https://pediatrics.aappublications.org/content/142/4/e20182162 Creating a safer, more supportive, and evidence-based environment in schools will benefit all children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95080", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95080\nTitle: Strongly support!\nBody:\nTrans rights are human rights and this bill is about PROTECTING CHILDREN. It’s not meant to teach or indoctrinate anything, it’s just establishing systems to protect marginalized youths. A lot of people seem to be confused about this and the amount of hateful rhetoric in these comments about a bill for PROTECTING CHILDREN is very unsettling.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95081", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95081\nTitle: Fully supported\nBody:\nI fully supported this measure. No child should be bullied or ostracize by other students OR teachers and staff. Let’s be on the right side of history for once VA\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95082", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95082\nTitle: Strongly Support\nBody:\nI strongly support this matter. Trans rights are human rights and should be protected under the constitution. People are especially impressionable as children and how they are treated at school is very important to their development.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95083", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95083\nTitle: Re: Government vs. Parents - Vote No (against) “ Model Policies for the Treatment of Trans Students~\nBody:\nThis is absolutely the worst thing to do for kids in school. Your medical panel in favor of this should be ashamed. A child’s identity is determined before birth, and evident in the womb. If you have a penis, you’re a male, a vagina, a female. It’s as simple as that! This radical change is not necessary. My Caucasian male son doesn’t get special treatment and consideration, and neither should this topic. You’re making something out of nothing. You are responsible for teaching academics, not equality, identity, and uncertainty. This is a horrible idea. Parents are responsible for teaching values and virtues, not a government paid person who wants to twist our children’s minds with this garbage. Are you going to pay all the psychology bills for the kids who are preyed upon by these workers and actually confuse the kids even more, and cause them to question their identity, themselves, and even their parents? You are not God. Stop playing God with the lives of others. The human brain does not fully develop until the mid twenties and some people even into their thirties. It seems like you’re trying to brainwash our kids into feeling a certain way about themselves. Kids know who and what they are. Public schools is not the place for psychology and mental counselling. You are starting a swell of opposition who will not tolerate your politics in school. This is more division in our state, and you’re are going to be guilty of all of the wrong that will happen. You can’t expect teachers and staff to be medical doctors and counselors. Are you going to prescribe medication too? You’re caving to peer pressure that activists with nothing better to do than strong arm you into doing this. Where will Virginia public schools be when the opposing parents pull their kids out of school, and even leave the state? You’ll no longer have the numbers of kids, and taxes to fund your experiments will dwindle. I for one am now being called to act. Thank you for showing me how vulnerable you are in not being able to combat this propaganda, yourself, and at your level. You are showing your weakness and inability to lead and manage. You’re in an elected position, and will need to fight to retain it. I’m disgusted and appalled.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95084", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95084\nTitle: Firmly Support - We cannot legislate bigotry into schools\nBody:\nThere's been countless sociological studies about the impact of transgender inclusionary policy in schools which have consistently shown transgender students to be a vulnerable population and more prone to violence, bullying, and poor academic performance when there is anti-inclusionary policies and practices in place or a noted absence of inclusionary policies and practices. To promote student excellence and healthy behavioral habits among the student body, I firmly support and promote transgender student rights within Virginia schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95085", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95085\nTitle: FULLY SUPPORT TRANS KIDS//PROTECT ALL KIDS\nBody:\nThese kids need support and to feel safe!! Let them be themselves without any judgment!!! THEY MATTER.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95086", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95086\nTitle: Support\nBody:\nI support this guidance. Trans kids have the right to feel safe and affirmed at school, just like every other child does, yet trans kids disproportionately suffer from bullying and harassment at school. This guidance is critical in ensuring that school districts, teachers, and administrators have the tools to support trans kids and keep them safe.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95087", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95087\nTitle: Transgender policy\nBody:\nWhile I think it is a persons right to identify the way they want, I oppose this policy. Having child services involved should not be part of the policy. I disagree with the bathroom usage. We are allowed religious exemptions for other this it should apply here. Ultimately you are taking away one persons right to satisfy another persons rights. Bullying is real for lots of reasons each school district should and all already have bullying policies. Transgender should fall under the already existing policies\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95088", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95088\nTitle: Transgender Students\nBody:\nI fully support transgender students' right to free expression and protection from harassment, and I hope the trans children of Virginia will benefit from protections that can safeguard them against undue harm and allow them to fully integrate into their chosen gender with as little mistreatment as possible.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95089", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95089\nTitle: Strongly support\nBody:\nI fully support this legislation and support the wellbeing and health of transgender youth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95090", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95090\nTitle: Support! Trans Lives Deserve A Safe Education Free From Harassment\nBody:\nI strongly support this legislation. It should be obvious that ALL students, no matter their orientation or identity, deserve respect, safety and care in their education. Harassment, discrimination or hate should not be tolerated on any grounds let alone someones literal identity.  Please pass this legislation. It is long overdue.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95091", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95091\nTitle: Stop playing the religion card\nBody:\nstop using christianity and religion as a defense for your bigotry and transphobia\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95092", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95092\nTitle: NO WAY\nBody:\nThis is just plain wrong, now the government it telling us, the parents, what the school systems will be teaching out children in terms of values & morals. No, no, no.....\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95093", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95093\nTitle: Opposed!\nBody:\nI am opposed to this. This is indoctrination. Leave social issues to patents.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95094", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95094\nTitle: STRONGLY SUPPORT. Protect trans youth lives.\nBody:\nI strongly support this protection of trans human rights in VA!! Trans children must be able to exist freely without scrutiny or discrimination. A change like this would be a monumental push to a better future for trans lives in Virginia!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95095", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95095\nTitle: Strong support from the medical community\nBody:\nWriting in strong support. We have shown time and time again that models such as this one are essential for the protection, well-being and health of our patients.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95096", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95096\nTitle: As an educator, my job is to advocate for the community.\nBody:\nWhile encouraging students to embark on a journey of self discovery, I also teach them to think critically, be themselves, and to show respect to everyone they meet. How can we look the children in the face if we aren't holding true to our basic core principles!? TRANS RIGHTS ARE HUMAN RIGHTS!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95097", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95097\nTitle: Strongly Disagree and Oppose!\nBody:\nI do not approve of their proposed guidelines based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children. This is sinful and wrong. God created Adam and Eve not Adam and Steve! I will not be sending my children to any public school if this is considered “ok”. The fact that this is being considered is disgusting and disappointing.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95098", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95098\nTitle: SUPPORT TRANS RIGHTS\nBody:\nTrans kids face unbelievable amounts of harassment from other kids, teachers, and even their own parents. Protect these kids and let them express their identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95099", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95099\nTitle: Protect, love, cherish our trans kids!!!\nBody:\nOur children are the responsibility of the dominion to love, cherish, care for, raise, and educate. ALL children. Trans kids included. Protect them, love them.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95100", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95100\nTitle: Oppose these measures/ Support No Bullying Policies\nBody:\nTo be clear bullying and harassment of any student for any reason should be addressed and come with appropriate consequences. I do not support policies that force secular views upon those with opposing religious and ideological views. There is no scientific/psychological consensus concerning gender identity. Genetically speaking there are two distinct genders. Forcing someone to use a different pronoun to identify someone is illegal. It is a violation of our right to free speech. We can address the bullying/harassment without violating freedom of speech. Mandating the removal of confusion by the use  of certain pronouns does not remove the confusion that still exists. Also, we are doing harm  to our children by not addressing these identity issues in a more appropriate counseling session. Children should not be encouraged to make gender identity decisions in adolescence. Adults have enough difficulty understanding the issues. Parents should be responsible for educating their children in this area of their life not the school system. Our school system should be apolitical and educate our children not make decisions for them. By enacting these policies we are in fact making a decision for them and a political statement. Please stop trying to force our children into your ideological box. Racism is wrong. Bullying is wrong. Harassment is wrong. Limiting freedom of speech is wrong. If you really want to help, work in cooperation with the parents of the child who is struggling with their gender identity to get them the help they need or want. Not just counseling from one ideological perspective, but from all perspectives. The antidote to confusion is not less information, but more. That is the challenge of education. We must impart knowledge of all points of view without bias or we are inherently biased. You may not like my point of view, but that doesn't mean you get to dismiss it. The very freedom you purport is the very freedom you deny. We have a pronoun for that which has no identity, \"it.\" No one wants to be called it. Everyone wants to know who they are, their identity. Unfortunately in a pluralistic society with no moral absolutes and no greater source for determining identity and other moral absolutes, we are left to the whim of the day. We are ok with society dictating our moral absolutes as long as they align with what we want from life. What happens when a corrupt society takes charge and there are no longer any moral absolutes. The laws of the land, which are governed by the society will become corrupt because the society determines what is right and wrong. These policies are indications of a much bigger problem in our society. We cannot force political and ideological views on everyone. Our nation is divided because no one from either side is willing to have open healthy debate in the public forum. If my faith can stand on its on merits in the public forum then my faith is blind and misplaced. I am willing to consider your ideas if you are willing to consider mine. We will never make progress without communication. People who are unwilling to debate are are afraid that their ideas are wrong and they can't live with the life they would have to enjoin if their ideas are wrong. Thank you for allowing me to vent.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95101", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95101\nTitle: Vote no\nBody:\nAs a parent of a child who considers himself “bi,” this is just wrong!!!! It is NOT the schools, and DEFINITELY NOT the place of the state government to teach these morals & values.Yes, WE ALL have rights!! Vote no, absolutely no!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95102", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95102\nTitle: STRONGLY SUPPORT\nBody:\nI fully supported this measure. No child should be bullied or ostracize by other students OR teachers and staff. Let’s be on the right side of history for once VA\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95103", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95103\nTitle: Absolutely no!\nBody:\nI strongly object to the guidelines proposed for schools on gender issues. 1)  to remove gender terms is offensive and biblically wrong. 2) taking the raising if children out of the hands of parents goes against our freedoms and the rights of parents to make choices for their minor children. 3) this is just one step away from indoctrination of children in a false and dangerous belief that they decide what God has already decided. 4) if I had school age children, I would be pulling them out of school.  I will do all I can to help those who do have children to understand the salacious nature of this policy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95104", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95104\nTitle: Support\nBody:\nWhile I have no personal experience with transgender public school students, I have children and grandchildren and have myself graduated from the Virginia public school system. I think that a lot of the negative comments posted here are from those who are either afraid of the unknown or driven by hatred of anyone different from themselves. What I am sure of is that school, particularly middle and high school, can be a marathon for anyone who is bullied or seen as different or who doesn’t readily fit in. That must be a nightmare. I cannot imagine that transgender students will ever comprise a majority of any particular school, making the smaller number particularly open to harassment. I fully support this policy as well as any others that help marginalized students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95105", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95105\nTitle: I support\nBody:\nSeeing some of these horrible comments about innocent human beings is so disheartening. I fully support transgender people having the basic rights that they deserve. Transgender students have been bullied consistently throughout the years. They deserve to be comfortable and accepted at school. I as a teacher want my students to be loved and respected for who they are at school.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95106", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95106\nTitle: STRONGLY OPPOSE\nBody:\nWhat is proposed is a gross overreach of the government to impose ideology that is NOT shared by all. Stripping control away from parents and giving it to educators and administrators on this sensitive subject is an incredibly slippery slope. We must not allow this in Virginia!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95107", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95107\nTitle: Trans rights are human rights\nBody:\nHonestly, reading this bill and reading the comments against it I thought it was pushing for some radical change when in reality it seems perfectly realistic and I am shocked that we do not already have legislation providing these very basic human rights and consideration to trans kids. Trans youth have very high rates of depression and suicide. Let us do everything we can to make their lives a little easier and show kindness and acceptance. Life is precious and we teach kids how to be good and kind adults when we show them compassion ourselves. Protect trans youth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95108", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95108\nTitle: Support\nBody:\nI support any policy that seeks to protect our trans children/students. It is difficult for our children/students these days with so much increased conflict and hatred exhibited in our society. Study after study has shown that trans children/students are vulnerable and at a higher risk of suicide, self-harm, and persecution than other students. All children/students need our love and protection, including and especially our trans children/students. Do the best you can until you know better.  Then, when you know better, do better. - Maya Angelou\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95109", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95109\nTitle: Teach the whole Truth not the agenda!!\nBody:\nIt's a sorrow for a certain percentage of persons who struggle with their gender identity, but to impose that it is healthy on our school aged children is deceitful. Those who wish to offer psychological and emotional support to those who are confused by their gender identity are now considered hateful and uncompassionate, if they are encouraged to embrace the biological and anatomical truths of their bodies and persons. If transgender education will be taught -- include the whole picture of those who regret their decisions to have sex changes and wished that others had helped them with the truth. https://www.news-medical.net/news/20191007/Hundreds-of-trans-people-regret-changing-their-gender-says-trans-activist.aspx\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95110", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95110\nTitle: STRONGLY OPPOSE - THIS IS CHILD ABUSE\nBody:\nAs the mom of a child who suddenly identified as transgender at age 17, I find these policies promoting the changing of a child's sex to be deplorable. My child is mentally ill and 20 years ago would never have thought they could change their sex, but now that this path is being encouraged everywhere, kids with autism, anxiety, bipolar disorder, body dysmorphia, PTSD and many other mental illnesses are told they can escape their problems by magically changing their sex, and then their actual illness is never addressed. Parents have no say in the matter and schools are now taking over parenting, but they're not the ones up at night with our sick children, or in the hospital with them if one of these \"treatments\" for changing sex goes wrong - what is happening in this State?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95111", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95111\nTitle: I approved\nBody:\nBegin typing to enter your comments. You are limited to approximately 3000 words I approved\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95113", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95113\nTitle: D\nBody:\nI fully support the rights of Trans, non binary, and gender non- confirming youth. They ought to be protected and allowed to identify as they are!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95114", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95114\nTitle: Transgenders are not human beings!\nBody:\nGod created human beings as defined by two genders only: male and female. Anyone who is “transgender” or “genderfluid” does not follow the word of God and therefore is not considered a human lifeform. Non-human lifeforms are not integrated into society like humans, so tell me, why the are they being allowed into schools??? This whole legislation makes me lose faith in our government and I will not send my children back to public school if this passes\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95115", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95115\nTitle: Protect trans/non-binary/gender non-conforming students!\nBody:\nI fully support the protections for trans/non-binary/gender non-conforming persons. As a gender non-conforming person myself, these protections could have helped me a lot when I was in school. No one should have to fear for their safety because of how they choose to identify, particularly children. It's really disgusting how people try to use their religion as a reason for why they don't support protections. Your religion doesn't extend into the areas of others' lives and ideologies. And what about separation of church and state? And how do pro-lifers justify their views when they're not actively fighting to protect the lives that already are here, even if they don't align with their own views?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95116", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95116\nTitle: OPPOSE.\nBody:\nI do not support this bill. I would rather support the curbing of overt harassment.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95117", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95117\nTitle: Yes to a gender affirmative school system!\nBody:\nI think the guidance document is a positive first step in ensuring the safety and positive learning environment for gender-marginalized students, whether they’re cis or transgender.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95118", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95118\nTitle: Protect trans children\nBody:\ntrans people are human!! We should protect them and respect them.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95119", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95119\nTitle: Strongly oppose\nBody:\nstrongly oppose\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95120", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95120\nTitle: Oppose schools over parents\nBody:\nTo suggest that a young child going through the confused state of puberty is somehow wiser than his or her parents concerning sexual identity is absurd. To further suggest a school system should interject their opinion or worse yet to contradict the parent’s wishes is abusive. Leave parenting to parents on this matter of sexual identity\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95121", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95121\nTitle: Trans kids are LOVED!!\nBody:\nTrans kids are LOVED!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95122", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95122\nTitle: Vote no on Transgender Legislation!\nBody:\nFirst and most importantly any legislation that cuts the parents out of the conversation should be rejected!!!  Parents have a right to know what is going on in the schools and most importantly what is going on with their own child!  A policy that says children who are under age can decide what gender they want to be addressed at school and having this done in secret without the parent's approval is absurd!  Parents must be informed of any goings on with their children.  It is not the schools place to take over making such important decisions. Secondly it is not appropriate for children of the opposite sex to be allowed in locker rooms or bathrooms.  We need to protect ALL students not just transgender students!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95123", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95123\nTitle: This is wrong, time to focus on anti-bullying measures\nBody:\nThis measure infringes on my rights, and I have rights too. I do believe all children should be protected & given the right to decide.....however, in a PUBLIC setting, using MY tax dollars is not the place to mandate these policies!! To protect our children, we need anti-bullying policies!! This is where we need to focus our attention.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95124", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95124\nTitle: Strongly Approve\nBody:\nI strongly approve because no one deserves to be discriminated against for any reason. Transgender individuals and children should be protect under law in order for them to flourish in our society.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95125", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95125\nTitle: Strong support\nBody:\nStrong support from a pediatrician and child psychiatrist. Trans rights are human rights and it is our responsibility to provide safe, validating spaces for all children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95126", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95126\nTitle: Strongly support!!\nBody:\nI’m a student, and I have many trans/non-binary friends and classmates. There is no form of harm going from trans students to via students in any way. The only harm is going to trans students from their cis counterparts. Did you know that not a single instance has been recorded where a cis person was assaulted in a bathroom by a trans person, but there have been many cases where the opposite has happened?? What needs to happen is we need to create a strong system of support and protection for trans students as they navigate the difficulties of not only school and adolescence, but also the difficult internal and external struggle of coming to terms with your identity and beginning to outwardly display it. I beg you all, have empathy. Have empathy to the teenagers who may live in a household that is emotionally and/or physically violent to them, and to whom a supportive school environment could quite literally be a matter of life and death. The suicide rate of trans kids with supportive families vs unsupportive families is magnitudes different. This matters.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95127", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95127\nTitle: Support: It Saves Lives\nBody:\nThe importance of having support in schools for trans, non-binary, and gender conforming youth is critical for their development and their long term health. Being trans myself, I had the great privilege of going to a school with significant support for trans students, and I think without it I would be in a much worse place as an adult. I am tired of watching my trans peers go back and forth out of mental institutions because they don’t have access to a supportive community and accepting information provided about their identity. During the time of my initial transition, two trans friends of mine from my hometown killed themselves. I am heartbroken when I hear of trans youth in my city getting disowned from their parents, ending up in a homeless shelter, and turning to heroin from the pain of it. Having supportive and non-discriminatory spaces in schools and among school staff can make a world of difference and preventing years of unnecessary trauma and social exile. It has been shown in multiple studies that when trans people have support, their likelihood of suicide goes down significantly. Be there for your students, identity and beautiful differences and all that comes with it. Offer supportive information on what it means to transition and the complexity of personal identity and you’ll create an informed and responsible class of trans, non-binary, and GNC youth. I don’t see how not supporting students does anything but exile people and create a host of issues that are much harder to resolve in someone’s life\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95128", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95128\nTitle: STRONGLY SUPPORT- Protect and support our transgender students\nBody:\nAs a teacher, I strongly support this policy and believe trans rights are human rights. Trans students should be protected and supported in their expression of identity, and schools should have policies in place to ensure trans students feel safe and welcomed.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95129", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95129\nTitle: Transgender\nBody:\nStrongly oppose!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95130", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95130\nTitle: Strongly Support\nBody:\nAll children deserve support, especially Trans youth. 100% support this policy\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95131", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95131\nTitle: Do NOT support this bill!\nBody:\nI am totally opposed to this. This is a violation of parental rights, these are all things parents need to be teaching their kids at home.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95132", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95132\nTitle: The amount of vile and transphobic comments here deeply concerns me\nBody:\nI’ve seen it all in this town hall. It ranges from thinking transgender kids have mental illnesses to saying transgender kids should be mass executed! It’s absolutely disgusting and makes me feel scared for the future of transgenders in school. If this amount of people are coming out of the woodwork and willingly displaying their horrible beliefs, then it really goes to show why lgbtqia+ needs extra societal protection\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95133", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95133\nTitle: Support\nBody:\nAs a board member of the New Life Metropolitan Community Church of Hampton Roads whose members are of the LGBTQ+ community and allies, I support the guidance. Education is the greatest method to align one’s future with one’s goals and learn how to become a more contributing member of society, regardless of how one identifies. We can’t change how youth and young adults are treated in their homes, but we can keep them safe in their schools. They are our future, and are learning how to lead by the example we set for them. Thank you!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95134", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95134\nTitle: I strongly support the legislation\nBody:\nThis is the desegregation of this age.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95135", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95135\nTitle: Strongly support\nBody:\nSchool should be a safe space for every student, and I support creating compassionate systems.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95136", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95136\nTitle: Strongly support our LGBTQ youth\nBody:\nI am pleased to see measures like this that are inclusive and supportive of our LGBTQ youth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95137", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95137\nTitle: Strongly Oppose\nBody:\nI STRONGLY OPPOSE and DISAGREE with this legislation. Taking away any distinction between the genders is going directly against natural law and is only confusing and hurting our children. There is no scientific evidence showing that enabling gender dysphoria is healthy, in fact all the evidence shows that it is actually harmful to a child’s mental and physical health.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95138", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95138\nTitle: Protect Trans Lives!!\nBody:\nit is vital that everyone feels safe, welcomed, and seen in school. This includes trans youth!!. It is so important for trans students to feel supported in such an impressionable time in their lives!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_95139", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 95139\nTitle: Agree to equal rights but not this suggested implementation\nBody:\nI truly believe more needs to be done than simply have a conversation on inclusion and I understand our schools play such a large, influential role in our children's lives but I simply don't agree to the implementation this policy is suggesting. Our schools are to be a safe haven, a place of inclusion, and an institution for learning - FOR ALL. I don't understand how creating \"inclusivity\" for one then changes the field for another in a potentially worse scenario. I'm trying to set my fear of the unknown aside to be very neutral here. If my children were Transgender I would certainly want inclusiveness for them but in that I would want other children to feel safe in their environment as well. We can't take from one to give to another and call it equal. Should teachers, students, and communities treat Transgender without prejudice and judgement? Absolutely. Does that mean we allow a born \"female\" student into designated \"male\" quarters because she now identifies herself as \"male\"? I don't believe so, and vice versa. A born \"male\" student shouldn't be permitted into \"female\" facilities. I clearly see the conflict here for a Transgender person and where they feel they belong but I can't support the policy of full immersion like this. For clarity - I was born female and I identify as female. Thinking of my own experience of middle school through high school; locker rooms were awkward. For gym, for sports, all the above. The dressing out, showering, changing clothing in front of my \"like-bodied\" cohort was an awkward experience as it was and the thought of adding in the opposite sex, even if they do mentally identify as female, is a thought that honestly I am not comfortable with. I also don't agree with the inclusion of sports. In theory - yeah, it's a great idea. But in a real world scenario it isn't going to be fair or safe to everyone. Male sports and female sports have been separate for decades for reason and reasons I agree with. So how do we evolve? My suggestion - if it's for bathrooms or gym scenarios, it's providing more private bathrooms for one person use. If you have to label it, put the sign \"Bathroom\" on it. Male, Female, whoever wants to use it, can use it. If it's environment that needs to be worked on, I believe that's going to come down to the School Board and individual school's Principal to set the culture and expectations to be withheld and the counseling department to assist in support. I am unsure why and how the focus of our education system came to be solely on the gender, color, and sexual orientation of our children and it honestly baffles me that we have these conversations but I feel that if we are going to focus on the emotional support of our children more, then we need to be emphasizing the expectation of inclusion more with faculty and staff and setting the culture in our schools. A no tolerance policy needs to be withheld and if it is more about physical logistics then build more private restrooms. I understand that all students don't come with a supportive home or involved parents and that school is that safe space of love, nurture, and support for those specific situations. It should remain that way and I understand that is the thought behind a policy such as this but it also feels like we are creating too many loop holes that can create a very unsafe space for other students if not handled properly. I just ask that we think of ALL students when trying to change for one.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91005", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91005\nTitle: SUPPORT\nBody:\nI moved from Fauquier County Virginia in 2020 to my retirement home. As a former public school teacher in Culpeper County I want to state that I support protections for transgender students.  Virginia MUST be a place where ALL students can thrive and we MUST stop the hate!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91006", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91006\nTitle: Transgender kids\nBody:\nWhy do these kids need protecting, are they endangered?  I dont think anything special needs to be put in place, treat them like everybody else, they are not a special case.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91007", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91007\nTitle: All our kids deserve to be safe and respected in their schools\nBody:\nAs a pediatrician and a parent, I know how powerful it is for adults and institutions to provide safe, respectful and caring spaces for children and adolescents to live, learn, and grow into their best selves, with schools being an important part of growing up. Additionally,  scientific studies and on-the-ground experience tell us that children have better health outcomes when they are supported in living their authentic selves, including transgender and gender diverse children.  Schools have great opportunities to model how diverse persons can come together, learn from each other,  and create a stronger community. I can't imagine why anyone would argue to make schools a hostile and harmful environment for any child, including LGBTQ+ kids??? All our children deserve to have communities and schools create safe spaces to learn and grow.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91008", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91008\nTitle: All deserve to learn and thrive in an environment of respect.\nBody:\nChildren should not have to defend their humanity based on their gender, sexual orientation, or any other facet of their identity. All deserve to learn and thrive in an environment of respect.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91009", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91009\nTitle: Support: House Bill 145 and Senate Bill 161\nBody:\nDiversity is the key to growth. Our country cannot continue to thrive and grow if we do not start protecting our youth. Every child, teen, and adult has a right to a safe education, free of the stressors that they are already experiencing in social situations and at home. Our job as adults is to create a better world than the one we came into for the next generation, and we can start by creating and following through on policy that's inclusive.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91010", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91010\nTitle: DOE Transgender policy\nBody:\nI want to have a voice in this matter as a parent and grandparent of children in Virginia. I oppose the policy recommendation for DOE Transgender students in the public school system. My thoughts: 1.  This would be in direct violation of the cisgender students rights to privacy and protection.  In the developmental years sexual identity is sensitive.  There needs to be another solution offered that includes protecting and respecting all children according to their belief and choice about gender and sexuality as all are represented in the public school system.  This can only be done when the American way of diplomacy is active.  The goal should be simple, how do we protect all children within the system.  Anything short of this approach is hypocritical by nature and bias.  This policy proposed is bias and disrespectful of cisgender beliefs. 2.  Teachers need to be given the Amendment freedom of speech and religion.  They should not be stifled or allowed to push their agenda to students or fearful of retaliation from other faculty if they oppose the transgender policy. 3.  It is also bias to involve social services if a child's parents disagree with their developing transgender choice.  This is a sensitive issue and families need support and respect to work through raising their children in a loving, gentle environment.  This constraint is assuming that parents are negligent if they don't agree with a transgender approach to sexuality.  To be cisgender is to believe that our gender is given to us for procreation and healthy, loving relationship according to a Biblical world view.  This view should not be regarded as wrong or abusive simply to protect the rights of those who chose otherwise.  We cannot stop racist or discrimination by outlawing the right to live according to one's biological and religious choice.  No one should be harmed by another's choice.  Do no harm must be a driving goal shared by all.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91011", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91011\nTitle: If you oppose this, ask yourself why you feel so threatened\nBody:\nAs a parent and clinical psychologist, I strongly support this policy. All children need to be able to learn in an environment of safety and acceptance. The rate of suicide and mental/emotional distress among the transgender population far exceeds the rates in the general population, and so it is clear this represents a mental health crisis that as a community, we need to address. Some of the comments I have read make it very clear that many people have not had any training on trans issues, or have no exposure to an actual human being who identifies as trans, and are simply regurgitating unsubstantiated fears. I am disappointed that we can't all come together and choose the obviously compassionate path here. At the end of the day, gender is a social construct anyway. Does it really matter what gender a person identifies with? Many cultures see gender on a spectrum. It is only because someone at some point decided to dichotomize gender that we have decided, in the West at least, that one can only identify as one of two genders, and your gender \"should\" match your genitalia. This forces us to marginalize anyone who doesn't neatly fit into these two categories. We literally don't have a place for them. Can you imagine how that might feel if you were one of the people who experiences a more fluid sense of your gender, or if you have more ambiguous genitalia, or hormonal or chromosomal differences? If we stopped caring so much about a person's gender designation, these policies might not feel like such a big deal. I urge everyone to examine your own worries and fears around this topic and explore where those come from. Your reaction is not about anyone who identifies as trans. It is about you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91013", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91013\nTitle: PROUDLY SUPPORT - Much Needed to Ensure ALL Students Safety in Learning\nBody:\nThe 22.1-23.3 Code and regulation is clearly and unequivocally supported by our own Federal and State laws to ensure the safety of ALL students and individuals. This does not need each citizen support because it already has each citizen support in the existence of... - The First Amendment - where we ALL have freedom of expression - Equal Protection under the Fourteenth Amendment - where we ALL have protection (FYI, this is the one we haven't been honoring as our LGBTQIA+ youth have not been protected) - Title VII of the Civil Rights Act - where sexual and gender protections exist - Title IX of Education Amendments - where it PROHIBITS discrimination of these youth in schools!!! Though I am glad to live in a democracy and glad that our State allows for our input in such decisions -- our PERSONAL OPINIONS and PERSONAL FEARS are not of concern here. LGBTQIA+ youth and individuals exist and deserve the same rights and protections of any other citizen in this country. By denying these rights, we are not living up to our Constitution, we are not living up to what it means to be an American, we are not living up to our basic democratic philosophies. Our country was built and has been continuously made better by our differences, by our diversity, by our inclusion. We have proven time and again that though our neighbor may disagree with us, we, together, can find the common humanity that exists between us. Our LGBTQIA+ youth are asking YOU to see their common humanity. How can we deny that? Every child, our most vulnerable population, deserves protection and support - no matter who they are. I am in FULL support of this and believe it is PAST TIME to implement these changes!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91014", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91014\nTitle: Not the Answer\nBody:\nThe document claims to seek to assist those students who identify as transgendered. It is of course laudable to assist those who are in need. However, these proposals go much further than just helping and in fact promote the “transgender ideology”. First, the definition of gender identity is itself problematic: “A person’s internal sense of their own identity as a boy/man, girl/woman, something in between, or outside the male/female binary” (p. 6). Thus “School divisions should accept a student’s assertion of their gender identity without requiring any particular substantiating evidence, including diagnosis, treatment, or legal documents. A student is considered transgender if, at school, the student consistently asserts a gender identity different from the sex assigned at birth...” (p.12). This amazingly fluid, subjective, and unscientific definition is the basis for the document’s policies. Consider what this means for parental rights: “There are no regulations requiring school staff to notify a parent or guardian of a student’s request to affirm their gender identity...[A] plan may include addressing the student at school with their asserted name and pronoun while using the legal name and pronoun associated with the sex assigned at birth when communicating with parents or guardians” (p.12). In other words, not only could a school leave the parents out of decisions and deliberations profoundly impacting their children; it could also deliberately deceive them. Further, consider students’ privacy, modesty, and safety in the use of bathrooms and locker rooms: “Access to facilities such as restrooms and locker rooms that correspond to a student’s gender identity shall be available to all students... School staff should not confront students about their gender identity upon entry into the restroom” (p.18). These policies would also compel speech: “For transgender students, acts of verbal harassment may include the intentional and persistent use of names and pronouns not consistent with their identity (p.10)...A school employee’s intentional and persistent refusal to respect a student’s asserted name and pronoun is considered discriminatory” (p.12). In other words, one must comply with the transgendered vocabulary. This is forced participation in error, another kind of verbal bullying. It is one thing to claim transgendered status and ask for kindness to those who are transgendered. It is another thing entirely to compel others to use language approving of it. Again, it is laudable to want to ease the sufferings of others. But this document, in seeking to accommodate one group, cuts against parental rights, student safety, and freedom of speech.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91015", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91015\nTitle: We have the power to do better, by supporting transgender and gender diverse youth\nBody:\nAs a pediatrician and a parent, I echo support for this document provided by the DOE to protect children who are gender diverse from discrimination. There is strong data that children and adolescents who identify as LGBTQ+, and particularly children and adolescents who are gender diverse, suffer severe mental and physical health consequences, through no fault of their own, when they are taught living as their authentic selves is wrong. The remedy? There is also strong data that putting aside your biases and supporting youth to live authentically in their gender has the power to almost completely eradicate those poor outcomes. Schools and other institutions have particular power in this area, as they model to communities how ALL people can, and should, be safe and respected. And despite fears, there is NO data to support the idea that meeting the needs of gender diverse people of any age is a safety risk for anyone else, including in bathrooms. Instead, it is a clear safety risk to people who are LGBTQ+ to continue to teach intolerance, as we know there are high rates of suicide and homicide against them. We have the power to do better by these children, and in doing so create a more inclusive, supportive environment for all children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91016", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91016\nTitle: FULLY SUPPORT\nBody:\nWe need to support all of our students to ensure best outcomes for all of us.  Fully Support this initiative.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91017", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91017\nTitle: SUPPORT\nBody:\nI support protections for Trans and Gender Non-binary students. As a parent and proud resident of Virginia, I would feel more confident and trusting of a state that values all lives and rejects bigoted viewpoints that are not based on fact or love but based on hateful ideology. I am also a foster care social worker and know that LGBTQ+ youth of color face huge disparities in our state and this is one step in addressing systems that are not built to support them.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91018", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91018\nTitle: Strongly oppose\nBody:\nRidiculous\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91019", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91019\nTitle: Reject this \"guidance\" based on radical ideology\nBody:\nWe should emphatically reject such misguided \"guidance\" that is being imposed on our schools based on a radical ideology that the vast majority of parents oppose. The proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. There is much talk about the need to protect students who describe themselves as \"transgendered.\" Certainly these confused individuals deserve our sympathy and help and respect for their dignity as human beings. But schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms as part of an overnight school activity, or other intimate settings with a member of the opposite biological sex (particularly adults!) -- which will inevitably happen under this policy. And the resulting traumatic reactions of students to these situations (especially girls) are also inevitable. Who speaks for them? It also tells you a lot about the intentions of those pushing this guidance that it prohibits schools from even notifying parents if a biological male is using the same changing facility as their daughter that was designated for girls. (See the Draft Policy, p.12) Schools should also not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions.\" Nor should they be infringing on the First Amendment rights of parents to raise and care for their children, as this \"guidance\" would do. Finally, who will speak up for the students, parents, or teachers whose speech will be compelled under this guidance? This policy provides no exceptions or accommodations for a student or teacher whose religious faith, conscience, or understanding of biology and sociology prevents them from being able to go along with the “transgender” ideology and policies. It would also subject faculty and students to disciplinary action if they are unable to keep up with the ever-changing, totally subjective \"gender identity\" or \"preferred pronouns\" of their classmates. This is madness. Please reject this incredibly misguided and unworkable policy, which will force all students, faculty and administrators to comply with an empirically false view of sex and gender, even if it directly conflicts with their own fundamental beliefs.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91020", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91020\nTitle: Opposed\nBody:\nTransgender children should be treated with compassion and understanding and bullying of any kind should not be tolerated. With that said, cutting off parental knowledge and input is absolutely unacceptable. Parents have the moral and legal responsibility for the well-being of their children and it is in no way the right of the state to remove those parental rights.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91021", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91021\nTitle: Strongly Support\nBody:\nAs a school counseling graduate student, I strongly support this policy as a great start for reducing some of the mental health concerns of trans students. This guidance says that they will follow \"evidence-based best practices\" which demonstrates that the suggestions in this guidance are supported by research and have been agreed upon by experts in the field as the best ways to support these students. As others have stated, the rates of suicidal ideation and mental health concerns for trans students are way higher than for other students. If this guidance can help these students in any way, why would anyone question implementing it? This guidance simply states that it encourages the maintenance of a safe and supportive learning environment free from discrimination and harassment for all students--if you are opposed to this type of learning environment, you need to take a serious look at yourself and your values. These students are human beings and deserve to be treated with the same dignity and respect as everyone else. Before firing off a \"strongly oppose\" comment, I encourage you to have empathy and imagine what this would feel like if YOU were one of these struggling transgender students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91022", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91022\nTitle: Transgender guidelines\nBody:\nI do not support it.  You are what you were born with!  Teachers should leave it alone.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91023", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91023\nTitle: I do not support it.\nBody:\nTeachers need to stay out of itl\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91024", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91024\nTitle: Strongly Oppose\nBody:\nI strongly oppose this\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91025", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91025\nTitle: Strongly oppose for several reasons\nBody:\nThe school system has lost its focus.  It is entering the realm of social manipulation intead of teaching basic knowledge and skills such as \"reading, writing, and arithmetic.\"  Students will be distracted by concerns over recalling what \"identity\" a classmate has and what to call them in order to stay out of trouble, instead of learning actual class content. While you claim to be \"sensitive\" to a transgender student, the result is that you fail to be sensitive to ALL students who don't fall into this category.  What happened to science? DNA shows only 2 sexes, male and female.  Anything else that is claimed is in the area of supposition and unsubstantiated. Your new policies usurp the role of the parent and takes away their rights to raise their children according to their values and beliefs.  It is not the job of the school system.  Threatening a call to child protective services has overtones of a police state, not a school system.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91026", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91026\nTitle: Strongly Oppose\nBody:\nI am a school counselor and strongly believe in respecting the dignity of all students. This is a complex issue. The current policy of allowing schools to work with the transgendered students and their families to offer a private alternative for using the restroom affords privacy to both that student and all the remaining students. The argument can be made that makes the student stand out form their peers. However, dressing in front of individuals of a different biological sex does that even more. In respecting the needs of individuals we also must consider the needs of the whole student body to feel safe and comfortable. It is important to also get anonymous student input not just that of adult advocates.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91027", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91027\nTitle: Strongly Oppose to Allowing Men and Boys into the Girls Bathrooms, Lockerrooms, and Showers\nBody:\nSTRONGLY OPPOSE ALLOWING TO MEN AND BOYS INTO GIRLS BATHROOMS, LOCKERROOMS, AND SHOWERS It is biologically impossible for humans to change their sex and their DNA.  Any attempts to claim or pretend otherwise in order to accommodate delusions, and then attempt to re-assign and manipulate existing rights, distinctions, and protections between the two sexes, is nothing more than based on falsifications, fabrications, fraud, and therefore illegal. It is unfair, discriminatory, and inhumane to force biological men and boys into the bathrooms, locker rooms and showers of biological females who may object based on conscience, religion, science, medicine, comfort, and safety. It is unfair, discriminatory, and unjust to allow biological males to compete in female sports, may result in physically harm females, and violates TITLE IX US Civil Rights law (created to protect the rights of females and ensure equality between the two sexes). It is child abuse and cruel for the government to encourage, subsidize, and provide access for sexually confused children to be given dangerous and harmful drugs, permanent surgery to remove healthy and vital body organs, and force sterilization, when medical journals report 9 out of 10 sexually confused children grow out of their sexual confusion by adulthood and align with their own biological sex. It is unfair, discriminatory, hateful, and bigoted to harass, penalize, and violate those who may do not support the unjust impositions from such harmful proposed policies by a confirmed mental disorder, including unjustly discriminating and violating civil rights and first amendment rights against those that are Muslim, Catholic, Evangelist Christians, Orthodox Jews, Mormons, Rape Victims, Medical Professionals, Biologists, Scientists, Psychologists, Counselors, Military Soldiers, Female Athletes, and even the plethora of Ex-Transgenders.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91028", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91028\nTitle: Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nBody:\nOPPOSED! I am against the Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools for the following reasons: Failure to use a student’s new “preferred pronouns” – which can change from day to day and even defy basic rules of grammar (“ze/hir/hirs”, “they/them/their”) – would be considered “harassment” and “discrimination”, for which both faculty and students would be subject to disciplinary action. Schools should not be permitted to help a student explore, facilitate and make decisions regarding their gender expression of sexual identity while at school, without a parent even knowing! Parents should be informed about everything regarding their child and the school system. It takes a team of educator, student and parent in public school education. Parents who encourage their children to embrace their God-given sex would be at risk of being reported for child abuse or neglect by the school. Schools would be prohibited from notifying parents if a biological male is using the same changing facility as their daughter that was designated for girls. • All students will be allowed to use any bathroom or locker room they choose, without being questioned by any school administrator or faculty, eliminating privacy and safety of students in states of undress. The requirements for schools to maintain gender-neutral dress code standards will cause disruptions and distractions, permitting boys to wear skirts and girls to go topless in activities where boys can – such as swimming activities or teams. Parents will not be notified that their child is being interrogated by school officials for allegedly violating these policies, or have the opportunity to intervene on their child’s behalf, UNLESS the complaints are not resolved “at the school level.” The policies provide absolutely no exceptions or accommodations for a student or teacher whose religious faith, conscience, or understanding of biology and sociology prevents them from being able to go along with the “transgender” ideology and policies. There are many more reasons to oppose the proposed Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools. These policies are detrimental to our educational system and will only add more problems then what they hope to solve. Please do not support these policies!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91029", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91029\nTitle: Support\nBody:\nas a trans person who came out in high school, I fully support this measure to explicitly include trans rights for students in Virginia. I was lucky enough to attend a school that allowed me to use my chosen name and bathrooms that align with my gender identity. Some of my trans friends who went to other schools did not have the same experience. All students deserve to be treated with respect and equality while they learn. Dealing with bigotry on a daily basis is incredibly harmful to students mental health and leads to higher rates of suicide for trans children. Therefore this measure to provide inclusive rights for trans kids is LIFE SAVING and its potential positive impact cannot be understated.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91030", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91030\nTitle: So VERY OPPOSED\nBody:\nUsurpation of parental responsibility and involvement.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91031", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91031\nTitle: Transgender Student Policy House Bill 145 and Senate Bill 161\nBody:\nI support the guidance.  I think the time has come for us to stop pushing back on discrimination and inequality.  So much time is wasted on trying to tear people down and treat them as inferior, when we should all be working to build each other up and support each other.  This is particularly important for our youth and particularly when they are just trying to get an education and get a start in the world.  Anything that can help them along their way should be encouraged.  Something set in place to help one person doesn't have to been seen as somehow removing rights from someone else.  It isn't a zero sum game and it's time we started to realize that. I have a niece who called me the day before Christmas to tell me that they had themselves into a mental health facility.  She/they are struggling to be understood at home, and given where she lives, I would imagine that her classmates give her a hard time for her pronouns.  This is a waste of time and energy. Why are we tearing down a child?  What is the point?  To try to get them to conform to an idea that is stale and useless?  We need to broaden our minds, broaden our hearts and start caring for and loving ALL of our children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91033", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91033\nTitle: Opposed to the proposed Transgender Policy\nBody:\nOpposed for many reasons. Parental rights need to be protected. End the Government overreach. Enough of the state-imposed social engineering 'mandates'!! Leave  us alone!  Get out of our personal business, and let parents provide their children with the proper guidance and morals, as well as the psychological and medical treatments if and when needed.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91034", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91034\nTitle: Transgender policy\nBody:\nI do not support the proposed policy.  This is an area that should be under the parent's control, not the school.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91035", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91035\nTitle: Strongly disagree\nBody:\nI strongly disagree with this agenda for our children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91036", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91036\nTitle: I support this!\nBody:\nI support this! Step in the right direction. Inclusivity!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91037", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91037\nTitle: Strongly disagree with this proposed policy\nBody:\nPlease respect the rights of parents and the well-being of students and do not enact the proposed changes.  If the new transgender regulations are adopted and implemented by VA Public Schools, it will cause great harm to students.  (It will also drive families who can afford it out of public schools and into private schools that act with more common sense and respect for parental rights and duties.)\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91038", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91038\nTitle: Proposal Document\nBody:\nI agree with this proposal.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91039", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91039\nTitle: Strongly Oppose\nBody:\nThis policy is messed up big time.  Spend more time teaching and less time playing God.  Everyone should treat everyone with respect and love no matter their feelings, gender, race etc.  However, you are leading parents and children down a path that supports your ideology.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91040", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91040\nTitle: Opposed\nBody:\nA fundamental issue here seems to be acceptance of people who are different, which has been true in our public schools since the beginning. What legislation is in place for bullying and lack of acceptance related to people who are \"different\" with things like cleft palate, down syndrome, missing fingers, learning disabilities... ad infinitum?  Why is the issue of trans-gender such a hot topic when so many teens would already say they get bullied and mocked at school?  Not only is it being singled out as an issue, but these policies (helping a fractional minority) would step on all kinds of people who morally disagree. People can \"accept\" someone's feelings while still disagreeing about those feelings, and can ALSO do so without being mean or cruel. Teaching parents and children about THAT would be way more productive than forcing them to adhere to policies, procedures, and beliefs about something with which they morally disagree. For example, it is NOT OK for girls to share bathrooms and gym showers with teenage young men who think they are women. How many days will we go before some young man is willing to say he's trans-gender (even though he's not) just so he can hang out in the ladies showers. This puts our daughters at risk under the name of \"acceptance and support\". Absolutely ridiculous. Regardless of your religious or moral stance, this is just a big political move that will cost us all a lot more than we think. I completely oppose this policy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91041", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91041\nTitle: Very Definitely Opposed\nBody:\nI am strongly opposed to this policy for the following reasons: No child should be compelled to share private settings such as showers or locker rooms with a member of the opposite biological sex. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. The proposed regulations infringe upon the First Amendment rights of parents to raise and care for their children in a manner that reflects their values The Department’s proposed policies would pit children against their parents when it comes to the issues of sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91042", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91042\nTitle: Strongly against\nBody:\nI disagree with this idea of including transgender policies in our public schools. The teachers are there to teach. Gender confusion is a private affair that should be handled at home not publicly in our schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91043", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91043\nTitle: Strongly Oppose!\nBody:\nWe are born as female or male just as God intended for us to be when he created us. The whole society is set up with this in mind as is marriage. We are reinventing the wheel for a few students and not considering all of the other kids that is totally confused about this craziness.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91044", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91044\nTitle: Strongly opposed\nBody:\nI am strongly opposed to implementing transgender policies in our public schools. Please respect our parental rights in this matter.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91045", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91045\nTitle: STRONGLY OPPOSE\nBody:\nI strongly oppose the guidelines put forth by the schools. While all students deserve protections, these guidelines exceed protections and indeed are quite the opposite. They are inherently abusing those who choose to support traditional gender forms; they are overstepping the boundaries of any sort of educational system; they are setting forth a moral code defined by a school administration and enforcing it against anyone who does not agree. Further, the ages at which schools are seeking to encourage children to choose gender forms they desire does not jive with appropriate psychological and emotional developmental guidelines in which parents should be the first and foremost authority and confidant in their child’s decision and lives. Further, to conspire with a minor in subjugation of a parent’s authority is essentially criminal and should not be supported.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91046", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91046\nTitle: STRONGLY OPPOSE\nBody:\nI strongly oppose the guidelines put forth by the schools. While all students deserve protections, these guidelines exceed protections and indeed are quite the opposite. They are inherently abusing those who choose to support traditional gender forms; they are overstepping the boundaries of any sort of educational system; they are setting forth a moral code defined by a school administration and enforcing it against anyone who does not agree. Further, the ages at which schools are seeking to encourage children to choose gender forms they desire does not jive with appropriate psychological and emotional developmental guidelines in which parents should be the first and foremost authority and confidant in their child’s decision and lives. Further, to conspire with a minor in subjugation of a parent’s authority is essentially criminal and should not be supported.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91047", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91047\nTitle: STOP THIS NONSENSE NOW!!\nBody:\nGive me a break!  Young children are still learning about life and who and what they are.  WE, as adults, have a responsibility to assist them in this endeavor.  Guidance along biological lines IS appropriate.  God created a man, and then He created a woman.  He DID NOT create two men or two women.  If, as they grow and mature, they decide that this is what they want, then so be it.  We don’t put young children behind the wheel of an automobile, we don’t give them the right to vote, etc.  Their minds have not yet mature; they require guidance, not to be left alone to wander like mindless sheep!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91048", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91048\nTitle: I strongly disagree with this agenda for our children\nBody:\nI strongly disagree with this agenda for our children\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91049", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91049\nTitle: Opposed to this harmful policy\nBody:\nI agree that every child, including and especially those struggling with sexual confusion, should be protected from harm and harassment. There is no question on that. And Virginia has a good anti-bullying law. But this new, proposed policy goes way beyond prevention and crosses the line into mandatory promotion of politicized and sexualized ideology, by assuming that every child with gender confusion should obviously change genders and by essentially criminalizing any effort to help children be comfortable with their own bodies. Considering that scientific studies and medical experts make clear the majority of children outgrow gender confusion by the time they reach adolescence—it’s, at best, irresponsible to push involuntary promotion of gender confusion in a public education setting—and, at worst, actually damaging to kids who are still developing.  It also pits schools against parents, and requires schools to teach that sex is arbitrarily and randomly \"assigned\" at birth (rather than determined by DNA and manifested in male or female genitalia), which is objectively false.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91050", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91050\nTitle: Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nBody:\nI support the model policies. As an attorney, I run a legal clinic that helps transgender people change their name and gender marker on legal documentation. In the clinics and my own private practice, I have helped dozens of transgender youth. Even when things go smoothly, the process can take a year or longer. Trans students awaiting correct documents should not face persistent misgendering or deadnaming in school. It is well documented that the risk of suicide is dramatically lower when students are identified by their intended name and according to their gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91051", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91051\nTitle: Gender confusion\nBody:\nI recommend that all legislators see the DVD's \"In His Image\" from the American Family Association.  Also that all parties interested in gender issues see www.changed.com.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91052", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91052\nTitle: Virginia Public Schools are heading for disaster\nBody:\nVirginia public universities are heading for disaster.  Teachers unions and the democratic party are trying to eliminate male and female identification. Their goal is to reeducate our children.  Look at Nancy Pelosi's banning the use of father, mother, sister, brother, gender based pronouns, etc in the House of Representatives. Democrats claim to follow science when in reality they are facists.  I don't hate anyone who identifies as a gender besides their God given sex, but do believe that they are confused at best.  When you hear a  lie long enough you start believing it.  I think this is what the democratic party has done.  Now they are forcing this lie on our children and the public.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91053", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91053\nTitle: Stop this nonsense, don't harrase innocent kids\nBody:\nStop this nonsense. Do you want your daughter to share bathroom and locker room with guys?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91054", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91054\nTitle: Stop the Insanity Presented as Loving and Caring\nBody:\nThis policy is ludicrous.  Instead of attempting to help children during their maturation process which is sometimes confusing, the education department is sentencing confused children into life long turmoil under the guise of fairness.  This is not loving or kind, but merely a political payoff to a well funded lobby that would like everyone to submit to their lifestyle choices. It is contrary to science and will only lead to more heartache and destruction in the future.  Moreover, it is in violation of the First Amendment which protects the rights of parents in freely practicing their religion.  (Which you suspiciously left out in your description.) Do not put this policy in place.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91055", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91055\nTitle: I strongly & whole-heartedly disagree with this proposed policy.\nBody:\nI strongly & whole-heartedly disagree with this proposed policy for the following reasons: The proposed regulations infringe upon the First Amendment rights of parents to raise and care for their children in a manner that reflects their values The Department’s proposed policies would pit children against their parents when it comes to the issues of sex and gender identity. No child should be compelled to share private settings such as showers or locker rooms with a member of the opposite biological sex. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Please respect the rights of parents and the well-being of students and do not enact the proposed changes.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91056", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91056\nTitle: Don't eat a bowl of stupid!\nBody:\nSee comment regarding Transgender policies and indoctrination. Lets actually tell kids the truth and not submit them to further confusion and make them think they can change their gender.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91057", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91057\nTitle: Transgender Policy\nBody:\nAs a former teacher and elementary school principal, I want to speak out against the transgender policy in the Fairfax County Public Schools. NO schools should be promoting any POLICY about sex. Apart from the fact that children are male or female, this policy promotes personal confusion, social problems and difficulties for parents who under no circumstance accept this immoral teaching. I would suggest that the Fairfax County Public Schools get back to teaching the normal curriculum for each grade and STOP promoting social policies. The result of not concentrating on the curriculum is that students are now UNEDUCATED and ill-informed. As a result, corporations can NOT hire students from the Fairfax County Public Schools since they are NOT prepared for the REAL world. As a result, more of them are committing suicide and turning to drugs and crime. Jane A. Quill 3179 Lindenwood Lane Fairfax, VA 22031\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91058", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91058\nTitle: Transgender indoctrination\nBody:\nI am opposed to teaching transgender as an assignment of sex at birth. I believe that we are all born with a biological sex and our DNA proves that fact. I also believe that parents have the right to teach their children what the Bible says about being born as male or female and that the government has no compelling right to deny them of that teaching. I also believe that present laws protect so-called transgender children through the no bullying statutes.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91059", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91059\nTitle: Opposition to DOE Proposed Transgender School Policies\nBody:\nI am writing to strongly oppose the Virginia DOE Proposed Transgender School Policies.  Current school policies already protect transgender students, together with all students in Virginia public schools, from discrimination.  These new proposed policies go far beyond this protection to single out transgender students for privileged treatment above other students.  The result of these policies will be the denying of rights to other students such as the rights to privacy, freedom of association, parental involvement, and a school environment free of coercion.  There is also much medical evidence coming to light as to the devastating affects of encouraging gender confusion in children.  Encouraging children  to decide for themselves if they are male or female irregardless of their biological gender and DNA is emotionally detrimental; and if they are encouraged to pursue a course of medical gender transition, the devastating physical outcomes are also well documented.  These polices are not for the good of our children, but are being used to promote a political agenda which will also further lessen the effectiveness of our educational system as valuable personnel and material resources are spent on enforcement of these polices rather than on a sound academic education.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91060", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91060\nTitle: Strongly oppose\nBody:\nI am saddened by this atrocious “Guidance Document”. Children being used as political pawns by misguided adults has no place in our schools or our culture. God have mercy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91061", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91061\nTitle: Do not put our kids in a potentially dangerous situation!\nBody:\nDo not put our kids in a potentially dangerous situation!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91062", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91062\nTitle: Unacceptable\nBody:\nThis is unacceptable and should be allowed to be taught to our children of any age. This should be left up to the parents to teach. This is a disgrace and a abomination.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91063", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91063\nTitle: Transgender policies harmful to majority of students\nBody:\nStudents who are sincerely struggling with gender issues should seek professional help handling it, always with their parents involvement, if it is to be successful.  That said, it is very short sighted and harmful to the majority of students, or any students, who don't have those issues, to be subjected to all the problems your new policies would create. The students who are not struggling with this issue would have their personal space, modesty, untroubled attitude, and play in sports, for starters, all be questioned if not outright attacked. All this harm to untroubled students would not even benefit who it's supposed to help since even with much professional help they still have many issues to resolve.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91064", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91064\nTitle: I strongly oppose the new Transgendered Public School Policy\nBody:\nI am writing to strongly oppose the Virginia DOE Proposed Transgender School Policies.  Current school policies already protect transgender students, together with all students in Virginia public schools, from discrimination.  These new proposed policies go far beyond this protection to single out transgender students for privileged treatment above other students.  The result of these policies will be the denying of rights to other students such as the rights to privacy, freedom of association, parental involvement, and a school environment free of coercion.  There is also much medical evidence coming to light as to the devastating affects of encouraging gender confusion in children.  Encouraging children  to decide for themselves if they are male or female irregardless of their biological gender and DNA is emotionally detrimental; and if they are encouraged to pursue a course of medical gender transition, the devastating physical outcomes are also well documented.  These polices are not for the good of our children, but are being used to promote a political agenda which will also further lessen the effectiveness of our educational system as valuable personnel and material resources are spent on enforcement of these polices rather than on a sound academic education.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91065", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91065\nTitle: Strongly disagree with gender, transgender teaching in schools\nBody:\nAt a time when our country is significantly behind other countries in the areas of reading, writing, math, science, languages, etc. even though those other countries spend much less money on education than we do, I truly believe those should be the things that are taught in our schools.  By trying to weave in gender and transgender issues which can be very confusing for many children and even teens, it requires teachers to be \"pretend\" psychologists without the training or understanding to be effective and can cause significant harm to young people.  We need our teachers to focus on their area of education/expertise and learn the best ways to be effective in teaching the core subjects that we expect our children to learn at school to be able to succeed in future jobs and life.  If a child truly struggles with a gender issue, that is the place to have a well qualified counselor (Take the money you would spend on incorporating gender into other studies and spend it on getting outstanding, well-trained counselors while better preparing teachers to teach their core subjects!) work with the child in combination with the parents, but that is no reason to take up valuable core-subject classroom time for everyone which will by definition keep them from learning the topics needed to succeed and also potentially confuse children that have absolutely no question about their gender.  As a woman with many female friends who have been successful athletes, I also 100% disagree with having anyone with male genetics and hormones compete in women's sports.  That is not fair to young girls and women and is terrible for their self-esteem.  We need to FOLLOW THE SCIENCE on this.  Males have a biological advantage.  It is totally not fair to future opportunities, including athletic scholarship opportunities for girls.  We've spent years trying to get funding into schools for girls sports only to now consider disadvantaging biological girls in sports.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91066", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91066\nTitle: Transgender policies\nBody:\nI strongly oppose these policies.  This is the parent's responsibility; not government.  Some of these policy changes are a real danger to our society and our children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91067", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91067\nTitle: Strongly Opposed\nBody:\nI am strongly opposed to the transgender policies proposed by the Virginia Department of Education, as they would pit children against their parents when it comes to important questions about sex and gender identity. Please do not enact the proposed changes!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91068", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91068\nTitle: Bad Policy\nBody:\nthis measure could penalize parents who would encourage their child’s birth gender, and also provides no religious exception for students or teachers who would have different beliefs. It is neither moral nor ethical to favor one persons freedom of speech over another. If this measure passes, the failure of logical foresight as to the issues this would cause would be shameful.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91069", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91069\nTitle: This transgender policy does not support biological reality.\nBody:\nHaven't you read that in the beginning, our Creator made us either male or female? We do not make that decision, our Creator made that decision for us at the point of conception. Does your own biological body not teach you this most basic concept of our existence on this planet? So how is it that you profess yourself to be wise by creating gender confusion among the people of Virginia through your appointed policies that ignore the basics of mankind? Why do the nations rebel and the people plot in vain?  The governor of Virginia and certain delegates and people take their stand and conspire together against their Creator saying, \"Let us tear off their chains and free ourselves from their restraints.  The one enthroned in Heaven laughs; the Lord ridicules them.  Then, He speaks to them in His anger and terrifies them in His wrath. So now governor and delegates, and people... be wise, receive instruction, return to sanity, and end your foolishness with \"transgender\" confusion policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91070", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91070\nTitle: Strongly oppose\nBody:\nStudents can be supported when struggling with any personal issues and confusion regarding gender identity without resorting to adopting curriculum and instruction that creates more issues and confusion for students who are not struggling with this. Appropriate support for a transgender student who is being bullied is to teach bullies that their action is wrong, not to try and convince the bully and every other student, bully or not, that the transgender student is right and allow their confusion or ideology to negatively impact countless other students and families. This is not education. It is indoctrination to an opinion that is not shared by everyone. Our education system should teach character that is easily agreed upon by the families it serves, not attempt to have everyone think the same way on issues that are not easily agreed upon by the majority of families that are entitled to public education in the United States. It is agreeable to teach that bullying is wrong. This will not create controversy. It is not agreeable to teach that gender is fluid and that genders are randomly assigned at birth. This will create enormous controversy, and this isn't the role of our educational system. Legislators need to think of better ways to help students, families, and teachers. This is NOT a good idea.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91071", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91071\nTitle: Strongly Oppose\nBody:\nNo explanation necessary.  This is wrong, wrong, wrong.  Not only goes against Common Sense, but Decentcy and Morality.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91072", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91072\nTitle: Gender Identity\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91073", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91073\nTitle: Transgender Policy   Virginia\nBody:\nAs a former teacher and principal, as a citizen and as a resident of Fairfax County, I do NOT approve your \"Transgender Policy.\" Preferred pronouns, gender expression of sexual identity at school without knowledge of parents, subjective gender identity, reporting parents for child abuse if they disagree with this immoral policy, transgender bathrooms and locker rooms, outlandish  dress codes, allowing girls to go topless in pools because boys do, interrogating students about what their parents think and ignoring the religious beliefs of families are all OUTRAGEOUS in my opinion. Schools must get back to the curricula at each grade level NOW and STOP this socialist propaganda. If schools do not teach the curriculum, they should be defunded immediately! Jane Quill 3179 Lindenwood Lane Fairfax, VA 22031\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91074", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91074\nTitle: Respect children and their parents!\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91075", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91075\nTitle: Terrible policy\nBody:\nThis is a terrible policy that affects both sexes, male and female.  It especially harms the females who are the fairest sex.  Dispose of this policy which is helping the homosexuals.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91076", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91076\nTitle: Vehemently oppose transgender proposal!\nBody:\nAs a former teacher I vehemently am against this proposal from the VA Department of Education encouraging gender confusion and emotional harm among its students by allowing girls in boys bathrooms and locker rooms and visa versa.  At this age, that is a travesty and a disgrace! The proposal is also filled with deception and poor policy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91077", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91077\nTitle: Stongly Oppose\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91078", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91078\nTitle: STOP TAKEOVER OF CHILDREN GENDER DETERMINATIONS BY LOUDOUN CO. SCHOOL BOARD!\nBody:\nMUST STOP THE INTRUSION OF LOCAL AND STATE EDUCATION INTO QUESTIONS OF GENDER AND SEXUALITY WHICH ARE THE LEGITIMATE DOMAIN OF PARENTS.  THIS IS MORE OVERREACH BY GOVERNMENT!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91079", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91079\nTitle: Strongly Opposed\nBody:\nAt a time when our country is significantly behind other countries in the areas of reading, writing, math, science, languages, etc. even though those other countries spend much less money on education than we do, I truly believe those should be the things that are taught in our schools.  By trying to weave in gender and transgender issues which can be very confusing for many children and even teens, it requires teachers to be \"pretend\" psychologists without the training or understanding to be effective and can cause significant harm to young people.  We need our teachers to focus on their area of education/expertise and learn the best ways to be effective in teaching the core subjects that we expect our children to learn at school to be able to succeed in future jobs and life.  If a child truly struggles with a gender issue, that is the place to have a well qualified counselor (Take the money you would spend on incorporating gender into other studies and spend it on getting outstanding, well-trained counselors while better preparing teachers to teach their core subjects!) work with the child in combination with the parents, but that is no reason to take up valuable core-subject classroom time for everyone which will by definition keep them from learning the topics needed to succeed and also potentially confuse children that have absolutely no question about their identity. I also 100% disagree with having anyone with male genetics and hormones compete in women's sports.  That is not fair to young girls and women and is terrible for their self-esteem.  We need to FOLLOW THE SCIENCE on this.  Males have a biological advantage.  It is totally not fair to future opportunities, including athletic scholarship opportunities for girls.  We've spent years trying to get funding into schools for girls sports only to now consider disadvantaging biological girls in sports.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91080", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91080\nTitle: Opening Pandora's Box\nBody:\nThese proposed policies place an unreasonable burden on our kids at a place (school) and time (the school day) to protect themselves when their time and energy should be focused on their studies. I  spoke to a recent graduate from a Virginia Beach public high school last week. She was grateful she was out and scared for those young girls still in school if this comes to pass. She stated consensual sex in bathrooms, locker rooms, stairwells was already a problem in her high school. These new proposed policies would only increase that problem many times over while at the same time completely undermining the school environment as a place for learning. If that was not cause enough to reject these proposals then certainly the blatant attempt to place barriers between the student/parent relationship should be. If adopted as proposed, I see a great exodus from public education which is certainly something I would highly recommend to any parent concerned about their child's well-being.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91081", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91081\nTitle: Respect the fundamental rights of parents to bring up their children\nBody:\nIf public schools are allowed, let alone required, to adhere to the proposed guidelines, they will unleash substantial harm on families. They will step into the role, previously reserved to parents, to guide children through one of the most personal and private transitions of life, namely their attitudes toward their own sexuality. It's one thing to teach students about sex and procreation; it's entirely another to \"counsel\" them about topics such as gender identity without parental involvement. Please respect the foundation of human society as it has been known and developed over millennia: the family.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91082", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91082\nTitle: UNconstitutional\nBody:\nThis planned teaching approach wrt 'gender'  is UNconstitutional. This teaching is also illogical and tries to ignore true facts and replace them with woke PC lies. It would be the teaching of a religion founded on evil and doing what satan wants done to destroy the USA before Armageddon arrives. It would be another assault on religion and what the majority knows is correct.  Unfortunately too many people who say they are 'christians'  are mistaken and deluding themselves by staying silent. The constitution guarantees us freedom OF religion not freedom FROM religion.  And this attempt to further destroy the truth must be stopped now.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91083", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91083\nTitle: STRONGLY OPPOSE\nBody:\nThis is not protecting all children's rights.  The state education officials are not including kids’ bodily safety and privacy into their definition of “safe for all.” Because according to this policy, schools must allow boys identifying as girls, for instance, to use the girls’ bathrooms or change in female locker rooms and this can all be done without ever notifying parents. Sadly, no one ever talks about the harm done to very young girls, for example, who feel powerless to expect physical privacy in the present of biological males, not to mention young men who don’t want to change in front of biological girls. Also, considering that scientific studies and medical experts make clear the majority of children outgrow gender confusion by the time they reach puberty—it’s, at best, irresponsible to push involuntary promotion of gender confusion in a public education setting—and, at worst, actually damaging to kids who are still developing.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91084", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91084\nTitle: Transgender Policy\nBody:\nThis program will cause gender confusion in students at their most vulnerable stage of life. It will also endanger girls by having boys comingling with them while in the locker room in partial states of dress, and it will destroy any privacy they may desire. Further, parents are responsible for their children until the age of 18 y/o and this program takes away any knowledge or parental input into the situation! Please do not pursue this terrible program further for the benefit and safety of our children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91085", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91085\nTitle: transgender policy\nBody:\nSTRONGLY OPPOSE.  Do not allow this to happen.  Parents need to be in charge of their children not the state!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91086", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91086\nTitle: Being for Transgender Sports is Being Against Women!\nBody:\nHow does the party that claims to be for women propose these policies that eviscerate women's/girl's sports?  There is nothing fair about this, and is damaging to the psyches of women and girls.  News flash - men and women are different!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91087", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91087\nTitle: OPPOSED\nBody:\nI can't wait for transgender males to take over girl sports. Boy will that make some liberal heads spin off their body! You all deserve exactly what you get for messing with God, nature and science.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91088", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91088\nTitle: Stop School Administration from Indoctrinating Children with transgender policies\nBody:\nas a Christian parent , I want to teach my children and grandchildren Biblical values and truths. I want the public school system to support my decision and allow parents to view any materials relating to transgender policies. If they are not in line with Biblical truths, please allow parents to withdraw their children from having to read or participate in activities related to this subject. We believe counseling and information in personal, emotional and purity so matters should come from the family only. Allow the teachers and administrators in our public school system to teach the educational foundations of reading, writing, math, science and social studies as they are trained. Families should be allowed to raise their children with their own values without government interference.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91089", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91089\nTitle: Strongly opposed - New DOE guidelines for transgender students\nBody:\nWe absolutely need to protect, support, and care for children. In situations where students are being deprived of food, shelter, or where words are used to berate them (words used to express a different viewpoint, when shared with kindness, are NOT berating or damaging) or physical harm delivered to them, we should be unmoved in our resolve to protect and give parents tools to support their children. But this policy regarding transgender rights allows for the watering down of what constitutes abuse, leading to unnecessary and dangerous calls for child removal from the home and strips parents of their rights to guide their children. No person should control the flow of information that goes to a parent. This policy will allow for serious subjectivity and bias and tie the hands of parents.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91090", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91090\nTitle: Strongly Opposed.\nBody:\nI didn't know we were no longer the home of the FREE.  If a person chooses to change their sex, that's their business and to force others to play their charade is wrong on so many levels. If they want to be a different pronoun, that's their business but forcing others to go along with something they don't believe in is saying one person's rights are more important than another person's rights.  Treat everyone with respect, absolutely, but allow teachers and students to use the transgender students first or last name to reference them instead of swallowing the lie of a pronoun. Thank you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91091", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91091\nTitle: Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nBody:\nI would like to offer my support for the Model Policies for the Treatment of Transgender Students in Virginia's Public Schools. This document demonstrates thoughtful considerations for ways to maintain a safe and inclusive school environment with a specific focus on transgender students. As a former school counselor, I can attest to the positive impact that attending school in an environment that feels safe and welcoming has for transgender and gender non-binary students. Additionally, creating a school environment where one group feels safe (especially a group that has been significantly marginalized) increases the likelihood that all students will feel safe and supported. Many have commented that \"this issue\" should be left to parents. While I agree that parents should have conversations about gender identity with their children, this document more explicitly addresses school safety and culture which is not under the purview of parents. Everyone should feel affirmed in the educational setting and this model policy provides specific guidelines towards that end. My only suggestion would be that all school staff, teachers, and administrators have the requirement of annual training related to LGBTQ+ issues. This directive should not be limited to school mental health professionals.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91092", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91092\nTitle: I strongly oppose the proposed transgender policy for public schools!\nBody:\nI am writing to strongly oppose the Virginia DOE Proposed Transgender School Policies.  Current school policies already protect transgender students, together with all students in Virginia public schools, from discrimination.  These new proposed policies go far beyond this protection to single out transgender students for privileged treatment above other students.  The result of these policies will be the denying of rights to other students such as the rights to privacy, freedom of association, parental involvement, and a school environment free of coercion.  There is also much medical evidence coming to light as to the devastating affects of encouraging gender confusion in children.  Encouraging children  to decide for themselves if they are male or female irregardless of their biological gender and DNA is emotionally detrimental; and if they are encouraged to pursue a course of medical gender transition, the devastating physical outcomes are also well documented.  These polices are not for the good of our children, but are being used to promote a political agenda which will also further lessen the effectiveness of our educational system as valuable personnel and material resources are spent on enforcement of these polices rather than on a sound academic education. Plus, this proposed policy makes no allowances for religious exemptions and is therefore a violation of 1st Amendment-Freedom of Religion guarantees  There will be lengthy and expensive court challenges as a result of this which will further strain the already tight school systems budgets. There will be many parents that will simply pull there children out of public school and opt to homeschool rather than subject their children to this indoctrination. That will be a further detriment to Pubic education. You need to think through ALL the ramifications of this action!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91093", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91093\nTitle: Transgender\nBody:\nStrongly oppose this policy. It is insane. This is not a subject for schools to teach but parents. This is why our education system is falling behind the rest of the world. We are teaching kids things that do not obtain to education but philosophy(religion). Get back to teaching our kids math, reading and writing. I am all for protecting individual rights but not at the expense of what the majority believes to be correct. Please do not sign onto this bill.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91094", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91094\nTitle: I Strongly Oppose Transgender Policies\nBody:\nI strongly oppose transgender policies in Virginia schools! As a Va. teacher for 42 yrs., I feel that it is damaging to teach gender confusion to minors!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91095", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91095\nTitle: Gender is not negotiable\nBody:\nGender is biological. Neither words, policies, laws nor medical intervention can change that.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91096", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91096\nTitle: Oppose transgender policy\nBody:\nI oppose this policy. For one thing, I am the parent and I know what’s best for my children. No one should have the authority to undermine my parental rights. I don’t want my children or anyone else’s children to be confused by these detrimental policies. Why are these policies being introduced? Why are heterosexuals being discriminated against and being forced to agree with psychological damage to their children? Where are the laws that protect underaged children?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91097", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91097\nTitle: Equality Bill\nBody:\nOn Equality bill, I think it'd be great for the trans students to have their safety and be free for who they are! I am one of the trans person, specifically genderfluid, who really needs that bills to pass!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91098", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91098\nTitle: Home Schooling Available; Parents ARE the main educator of their children.  Look into home school...\nBody:\nThe Parents ARE the first and main educator of their children.  There are many home schooling businesses now that can help with curriculum, testing, and materials.  This is a great option to accepting a curriculum that is 'unacceptable' to the parent (s).  The taxes we all pay ?  Well, vote for administrators, representatives that are less 'progressive' in their educational agendas.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91099", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91099\nTitle: I oppose this radical policy\nBody:\nI STRONGLY OPPOSE the proposed model policy for the treatment of transgender students in Virginia’s public schools.  In the guise of inclusivity and protective compassion, it promotes a radical anti-family, anti-establishment and anti-science agenda.  It escalates gender confusion, removes student’s privacy, mandates speech, and creates a wealth of punitive measures to use against any student, parent or teacher disagree with or refuse to affirm the “LGBTQ+ cultural competency” it mandates.  If enacted, disagreement with any of the policies can be defined as harassment, bullying and discrimination. It promotes indoctrination by “rewriting of educational content (history, literature and science)” to add ‘transgender affirming content’.  Far from protecting gender-confused students, it directly threatens the free speech, free exercise of religion and freedom of conscience of the entire school community.   This ‘nondiscrimination’ policy appears to be a cudgel created specifically to discriminate against and crush any who disagree with its extreme and harmful transgender ideology. This is NOT the way to educate and protect our children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91100", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91100\nTitle: Gender Ideology is Child Abuse\nBody:\nThe new, proposed policy goes far beyond prevention and help for trans students and crosses the line into mandatory promotion of politicized, sexualized ideology. Scientific studies and medical experts make clear the majority of children outgrow gender confusion by the time they reach adolescence.  To push gender ideology and sexualization on children is child abuse. According to the proposed policy, schools must allow boys identifying as girls, for instance, to use the girls’ bathrooms or change in female locker rooms—and this can all be done without ever notifying parents.  This is an utter violation of children's privacy and as well as parental rights. While paying lip service to “safety” and “respect,” the proposed policy obviously disrespects religious and socially conservative families and educators, as well as students who simply want physical privacy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91101", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91101\nTitle: Misguided and damaging policy\nBody:\nPossibly well intended, this transgender public school policy is severely misguided and puts everyone in a vulnerable position. While bullying and abuse should never be tolerated, this is not a logical solution.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91102", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91102\nTitle: Strongly oppose\nBody:\nThe new, proposed policy goes far beyond prevention and help for trans students and crosses the line into mandatory promotion of politicized, sexualized ideology. Scientific studies and medical experts make clear the majority of children outgrow gender confusion by the time they reach adolescence.  To push gender ideology and sexualization on children is child abuse. According to the proposed policy, schools must allow boys identifying as girls, for instance, to use the girls’ bathrooms or change in female locker rooms—and this can all be done without ever notifying parents.  This is an utter violation of children's privacy and as well as parental rights. While paying lip service to “safety” and “respect,” the proposed policy obviously disrespects religious and socially conservative families and educators, as well as students who simply want physical privacy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91103", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91103\nTitle: Follow the science\nBody:\nIt is a scientific fact there are only two sexes.  One is called male and the other is called female.  This truth has existed for thousands of years and this truth will continue to exist no matter what leftist crackpot theories claim otherwise.   Now that you know this fact, indoctrination of children to believe fraudulent information is destructive to children, families, religious beliefs, and society.  It is small wonder the Virginia educational system is declining and becoming dangerous to the mental, physical, and emotional health of children.   Follow the science stupid!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91104", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91104\nTitle: I am vehemently opposed to DOE proposed transgender school policy\nBody:\nI am vehemently opposed to the DOE proposed transgender school policy. Stop government overreach. Protect parental rights. Political and state imposed social engineering mandates are unconstitutional.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91105", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91105\nTitle: Wholly opposed\nBody:\nI wholly and completely oppose this proposed DOE proposed policy on Transgender Policy for public schools. It is wrong to adopt a policy that in any way undermines the parents as the primary source of care and leadership, regardless of what a school board member or educator believes. Anti-bullying policies are appropriate, policies that encourage secrecy or force a view on all students for a position held by only some is overstepping boundaries. Represent the majority and vote against this policy rather than pandering to the loud minority.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_91106", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 91106\nTitle: This Will Help So Many Kids\nBody:\nThis could of really really helped me 3 years ago. My school outed me to my parents. I was kicked out of the house and I lived with my friend for the rest of the school year. I had to go to therapy with my parents to be allowed back home. Even then, I endured verbal abuse and more ‘therapy’ through my church until they were satisfied and believed I was “cured”. I am now safe but my high school life would of been a lot easier if this has been in place.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96542", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96542\nTitle: Common sense\nBody:\nI oppose this document. Let's not confuse children and complicate matters. Keep it simple. Two facailities for two genders. It biology not perception.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96543", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96543\nTitle: Disagree with the proposed policy\nBody:\nAs a parent and a teacher, I oppose the proposed transgender policies to take place in public schools. Parents should be allowed to intervene as needed.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96544", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96544\nTitle: Strongly oppose transgender policy\nBody:\nStrongly oppose this bill.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96545", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96545\nTitle: Strongly Oppose\nBody:\nI strongly oppose and can not fathom that this is even up for discussion. Schools are for teaching reading, writing, math etc. It is not ok for the school to decide what is taught to my child outside of learning those things. I will not have my children conform and obey a school systems beliefs over our own. We are the parents of these children and have the right to teach them what we believe. The school has absolutely no right to do that.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96546", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96546\nTitle: NOT SUPPORT\nBody:\nNOT SUPPORT\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96547", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96547\nTitle: Support\nBody:\nstrongly support!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96548", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96548\nTitle: transgender guidelines\nBody:\nStrongly oppose. This takes away parents rights to seek counseling for students who have gender dysphoria. If a student wants help, they have the right to receive it. \"Conversion therapy\"  does not exist and is a term used to scare people. Therapy for those who want help with this transgenderism is similar to therapy for anorexia. The term \"evidence-based\" is used very loosely here. No hate here. Love all children. Science is very shoddy and one-sided in this study.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96549", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96549\nTitle: Strongly Support!!!\nBody:\nProtect all trans kids!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96550", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96550\nTitle: Strongly oppose!\nBody:\nStrongly oppose! I strongly oppose this policy. Do not take away the rights of our biological boys and biological girls to have safe and private restrooms and changing rooms without the fear of opposite biological sexed people in their safe spaces. Do not take away the rights of biological girls to fair competition in sports.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96551", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96551\nTitle: I support this\nBody:\nI support this. All students should feel safe while at school.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96552", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96552\nTitle: Absolutely and strongly SUPPORT!\nBody:\nThis guidance is long overdue for VA Dept of Ed, other departments and agencies in VA, plus the same in all other United States. My kids grew up in Fairfax County schools in VA. I have a transgender son who came out his sophomore year of high school. He was incredibly brave and resourceful in educating the school administrators how to make changes within the school systems in order to make him be more welcome and accepted as who he was, as the administrators had limited experience in such matters, plus had no guidelines from the county school board or the State DOE. The school administrators also were unprepared to anticipate and then handle discriminatory actions by faculty that included homophobic slurs, offensive attempts at gender humor, unsolicited and unacceptable personal questions, and, of course, no concrete approach to providing adequate bathroom allowances. A true effective learning environment for all students requires a diverse, accepting environment for all students, no matter who they are, what their differences are, who they love, or how they dress. Any religion I ever studied held a common theme that God loves all humans and accepts his diverse creation no matter what. All people deserve equal, human rights, no matter who they are. Thank you for taking this very important step in VA, plus for your courage being one of the first state legislatures to pave the way for this country wide. This will greatly help countless students going forward who, like my trans son, just happen to be different than you, me, and many others.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96553", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96553\nTitle: Strongly oppose. No No No\nBody:\nStrongly oppose. No No No\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96554", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96554\nTitle: I strongly support\nBody:\nthis should be implemented every where ! I strongly support this policy!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96555", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96555\nTitle: No. Just no.\nBody:\nThis policy would open a whole new “can of worms.” The fact that a school would be prohibited from telling the parent about a biological male using the same changing facility as a female is ridiculous. So many false allegations and other mishappenings could easily come from this. Not to mention the easy access for underage and unsafe sex and abuse would be easily accessible. Another concern is the fact that those parents who chose to teach their children about their God-given gender and identity would be more than likely frowned upon and open to bullying. Due to religious beliefs this definitely would cross a major line in numerous religions. I am definitely opposed I this and think it should NOT be passed. If it does then you will see the downfall of public education because parents will simply feel like their children are unsafe.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96556", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96556\nTitle: Strongly oppose\nBody:\nfor the safety of our children I strongly oppose\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96557", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96557\nTitle: STRONGLY OPPOSE!\nBody:\nThe schools should not have the right to push this nonsense on our children. I do agree to teach your children to love one another even if different. But seriously this is beyond ridiculous. Let the parents parent their children. Also when I was in school I would have felt very uncomfortable using a bathroom/locker room with the opposite sex so I don't agree with the bathroom policy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96558", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96558\nTitle: Oppose\nBody:\nI oppose\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96559", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96559\nTitle: Strongly oppose\nBody:\nThis change in policy will have detrimental effects to our children, and will put many girls at risk of sexual assault. What will it take to decide that the safety of our daughters is an important matter as well?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96560", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96560\nTitle: Support\nBody:\nAs a parent, this is exactly the type of evidence based public policy I want to see implemented in my community. It is abundantly clear that the opposition has a fundamental misunderstanding of the intent and scope of these guidelines, which is unfortunate.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96561", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96561\nTitle: Strongly Disagree\nBody:\nI urge you to reconsider. This a disgrace to parents and students. There are many religious beliefs you are trying to disrespect. I think transgender students should be handled on a case by case basis privately with administrators and accommodations made with in reason. But the rights and safety of my children who identify with their God given gender shouldnt have their rights infringed upon by those who decide to live different nor should their safety be risked by another gender entering their bathroom. It is not your right to discipline a child without contacting a parent either. You have a problem I want to know, I raise my children not the school.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96562", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96562\nTitle: Opposed\nBody:\nMenstrual products should not be in the boys bathroom. While every student deserves respect, fair treatment and equal education opportunity, this policy goes too far and will create more problems than it solves.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96563", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96563\nTitle: Strongly support\nBody:\nTrans students should be supported and protected from bullying and harassment.  They deserve to be free to express their identities and to have the opportunity to thrive.  These policies seem like a step in the right direction.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96564", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96564\nTitle: An Immodest Proposal\nBody:\nI am shocked, grieved and frightened by this proposal. To even suggest that the culture and the government care more for the well-being of any student than the student's own parents is in nearly all cases absurd. That any child should be in danger of sexual exploitation in the bathrooms and changing rooms because of another student's feelings about their identity on any given day is a horrible prospect. If any of you believe that schools should be a safe place, I beg you to consider how dangerous this proposal would make them.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96565", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96565\nTitle: Strongly oppose this is not a civil rights issue this is privilege\nBody:\nI don't understand why this anti-science move is being awarded. This is not a civil rights issue. Please stop.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96566", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96566\nTitle: I support trans youth\nBody:\nI am a parent of a child of the lgbtq+ community. He had struggled in school both in Henrico county and Powhatan county. Although the staff in the school is very supportive, the issues that are faced daily make it difficult to feel safe and comfortable as a student. He has to use the clinic bathroom and gets bullied for being himself. He is an awesome, compassionate individual who deserves - all students deserve to feel safe at school.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96567", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96567\nTitle: NO SUPPORT. What next...any thing goes for pedophiles?\nBody:\nOutrageous! You are out of your minds.  Please throw away this garbage legislation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96568", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96568\nTitle: Support Trans Kids!\nBody:\nProtect Trans Lives!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96569", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96569\nTitle: Transgender mandates\nBody:\nThese mandates obviate the role of parents in protecting their children.  The state does not have the right to use tax dollars to override conscientious objections to this policy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96570", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96570\nTitle: I support!\nBody:\ni believe in equality !\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96571", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96571\nTitle: Oppose!\nBody:\nChildren should feel safe at school, not wondering who might be peeking at them in the bathroom. Strongly opposed!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96572", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96572\nTitle: Oppose\nBody:\nOppose\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96573", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96573\nTitle: Transgender policy\nBody:\nWhy disregard science, that is - biology!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96574", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96574\nTitle: OPPOSE\nBody:\nWhile the thought of anyone being bullied is horrible we can not support this bill as written. Please don't overreach by taking away parent's rights and forcing these topics on young children. There is a place for these discussions but it's not in elementary school. Please also keep mind that young girls and boys might not be comfortable with members of the opposite sex in their restrooms and locker rooms. Write a bill that addresses safe solutions for all of children! And for the love of all that is good please don't teach the nonsense \"that sex is arbitrarily “assigned” to babies at birth\". Just teach the subjects that will help our children graduate and move on from this school system!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96575", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96575\nTitle: Transgender school bill\nBody:\nI strongly oppose this bill! It will put girls as young as 5 at risk for exploitation and violence at the hands of male students. It is an assault on women's rights and violates our Title IX rights. Passing this bill would violate the dignity and safety of all women in Virginia, takes a massive step backwards towards inequality, and excludes us from fair and equal participation in sports. This is insanity and reflective of your complete disregard for the women of Virginia. You will disenfranchise and anger millions of women by passing such ludicrous legislation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96576", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96576\nTitle: STRONGLY OPPOSE!!!!!\nBody:\nThis proposal will adversely affect women's sports programs.  Biological males will be competing against us women and THIS IS NOT FAIR.  Stop this insane transgender nonsense!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96577", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96577\nTitle: Every student deserves respect\nBody:\nEveryone is entitled to their own opinions but someone’s identity is not an opinion. It is a bathroom and everyone has the right to a bathroom. As a student who identifies as Non-binary, it is upsetting to be misgendered or looked the wrong way simply for having to use the girls bathroom.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96578", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96578\nTitle: Opposing the \"Model policies for the treatment of transgender students in VAPS\nBody:\nI wanted to state I'm opposed to the policies in this document which have restrooms and locker rooms open to any student and forbids educators/administrators from questioning them.  This will cause problems and will be abused by students who aren't truly transgender or gender fluid.  In trying to make some feel safe, this policy will make no student safe. I am opposed to the whole policy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96579", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96579\nTitle: Opposed\nBody:\nOpposed to this proposal.  Parents are responsible for caring for their children, not a government mandate.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96580", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96580\nTitle: Support Support\nBody:\nAbsolutely support this bill\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96581", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96581\nTitle: Absolutely NOT\nBody:\nThis is absurd and will be leading to things happening that shouldn’t be happening in bathrooms and locker rooms i general. Sports should be based on their given abilities. Girls will not hold near the abilities as boys and vice versa. I just can’t understand how that is fair for either student. Parents have every right to know as the child is technically under the age of 18 and they are responsible for the child not the school. Their is no grounds there. Schools need to take a step back and   Take into consideration how uncomfortable this is going to make others as well. I certainly don’t want a girl looking at my son in the boys locker room who “may” identify as a boy who’s to question. You may as well let them all dress and have community bathrooms and locker rooms that they all use.(sarcasm inserted) I’m beyond upset this is even being considered and may look to boy only private schools if this becomes a thing.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96582", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96582\nTitle: Strongly support this!\nBody:\nThe VA Council on LGBTQ+ Advocacy strongly supports this. Thank you for your consideration!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96583", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96583\nTitle: Transgender Student School Policies\nBody:\nThis policy goes waaay too far by stripping parents of their authority over their own children, being secretive, causing more confusion and fear of saying the wrong pronoun or not obeying their child’s wishes and to students and teachers and parents who do not adhere to this radical policy.  Students can change daily,if desired,  their sexual identity whenever they feel like it and teachers, parents, and children will be reprimanded if they do not address them with the proper pronoun.   Parents ought to be able to help guide their child until an adult. That said ,” transgender “ children should be respected and not bullied, as any other student. This policy as written, is too restrictive, not allowing for freedom of speech, freedom of religious beliefs which have molded our country and policies for centuries. Please, please, please, let’s rewrite this so there is freedom for ALL.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96584", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96584\nTitle: Strongly Oppose\nBody:\nWhat about the other students who will be uncomfortable in the locker rooms because a boy who wants to be a girl is changing with them?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96585", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96585\nTitle: Oppose\nBody:\nOpposed to this\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96586", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96586\nTitle: strongly support\nBody:\nAs a member of the LGBT community, providing equal protections for marginalized groups is extremely important and should be passed to ensure the success of all students\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96587", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96587\nTitle: Strongly Oppose\nBody:\nStrongly Oppose for those rights to be allowed by our government.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96588", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96588\nTitle: Absolutely NO to transgenders going into bathrooms if the opposite sex.\nBody:\nI am absolutely opposed to boys being allowed in girls locker rooms and bathrooms. What in the world are you trying to do to our children? Give the transgenders their own bathroom. Girls are going to be spied on or raped. Governor Northam, it’s bad enough you are for killing babies, now you want to make it open season for gang rape. You and your cronies have ruined our great state.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96589", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96589\nTitle: Absolutely OPPOSE this!\nBody:\nAbsolutely OPPOSE this! Against every moral and family value.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96590", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96590\nTitle: Strongly support\nBody:\nThe Richmond chapter of GLSEN strongly supports this effort.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96591", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96591\nTitle: Oppose\nBody:\nThis is a slippery slope. I am in favor of finding a solution to ensure that people who feel the need to transition are embraced with love, but I am not in favor of any of these actions, and I fervently oppose adopting this policy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96592", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96592\nTitle: STRONGLY OPPOSE ! THIS IS RIDICULOUS !!\nBody:\nGod made man and woman, all other genders were created by men, not from God.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96593", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96593\nTitle: PROTECT OUR TRANS KIDS\nBody:\nPlease protect our children!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96594", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96594\nTitle: Strongly Oppose Transgender Policy\nBody:\nThis is wrong. To go behind a parents back and try to convince an innocent child of this is horrible. Stay out the house and teach children how to read and write.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96595", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96595\nTitle: shame!\nBody:\nTo propagandize children with the transgender ideology is a human rights offense of the gravest kind. The \"Laws of Nature of Nature's God\" cry out against this.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96596", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96596\nTitle: I strongly oppose transgenderism being encouraged in schools. It is damaging to all exposed.\nBody:\nChildren are not able to make this type of decision about their body before their body is fully formed. Their parents have a right to know what is going on. Other children in the school should not be exposed to this kind of behavior. Boys should never have access to girls locker rooms and vice versa. There are reasons that they are separated. A bathroom needs to be completely private and should never be accessed by the opposite gender weather or not the child “feels like” the opposite sex. This is damaging to our society and the future of our country and world. Children should be children and they should not have to be exposed to this type of brainwashing. You are born with one sex, accepting it and embracing it should be encouraged and not discouraged. Everything else needs to be addressed by the parents and not the school or teacher. Any problem should be discussed with a parent.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96597", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96597\nTitle: Strongly disagree\nBody:\nno\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96598", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96598\nTitle: Strongly Oppose\nBody:\nI strongly oppose this proposal.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96599", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96599\nTitle: very strongly opposed!!\nBody:\nPLEASE do not do this!!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96600", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96600\nTitle: LGBTQ agenda in schools j\nBody:\nI absolutely oppose adopting this agenda. It is wrong for the state and the country.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96601", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96601\nTitle: Adamantly oppose\nBody:\nThe government should not be strong persecuting children and parents for their beliefs.  This is against the the first amendment which allows free speech and freedom of religion.  It is completely outrageous that children would be taken from their home and their parents because they disagree with a militant minority.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96602", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96602\nTitle: In Support\nBody:\nSimply put, if this proposal for model policies for the treatment of transgender students in Virginia public schools had been the operating policy for the treatment of transgender students in the Kentucky public schools that I attended, I would have had a much less stressful time coming to know myself as transgender, would have had a more fruitful time in school, and been a more successful student because of it. I firmly believe the well-researched and evidence based positions this proposal motivates for it's model policies would improve outcomes for all students; even cis students benefit when their Trans peers can know themselves thoroughly and publicly, without fear or professional, academic, or social friction. Nedra (they/them)\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96603", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96603\nTitle: Protect transgender students and staff!\nBody:\nI strongly support protecting transgender students at all Virginia schools!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96604", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96604\nTitle: Strongly Oppose\nBody:\nI have several objections regarding the proposed regulations. In effort to protect students regarding sexual identity matters the regulations overreach. They endanger the safety of students (especially females) by permitting access to rest rooms and licker rooms, they infringe on parental rights by degrading the parents roles in such an important matter their children face, they provide problematic use of pronoun protections that cannot effectively be enforced resulting in potential capricious disciplinary actions against teachers and students, and they infringe on respect of traditional religious beliefs of many that have consistently endured for centuries.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96605", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96605\nTitle: STRONG SUPPORT\nBody:\nAccording to GLSEN’s 2019 National School Climate Survey, 20% or more of students surveyed in Virginia are prevented from using the bathroom corresponding to their gender identity, using the locker room corresponding to their gender identity, and using their chosen name and pronouns. It is long past time that we do right by trans students and their allies in school communities across Virginia. I strongly support this proposal as does GLSEN. You have our support in passing it and in implementing it across northern Virginia schools!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96606", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96606\nTitle: Oppose implementing this agenda.\nBody:\nI absolutely oppose adopting this agenda. It is wrong for the state and the country.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96607", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96607\nTitle: This TOO much! Oppose!!!!\nBody:\nThis is awful! These policies are written for advocate groups and special donors. This is not what our kids need! It is not the responsibility of the school division to raise children. God made them! A guidance counselor should not be encouraging them to try to be a he/she or both. These are conversations for parents!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96608", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96608\nTitle: I strongly oppose\nBody:\nHi, I have nothing against same gender adults around the same age with each other. I oppose it when it is children. I believe undesturbed children should play with other children their same age. By play I mean sports, recreational activities and doing kid things. Yes, there might be a child with more advanced thoughts or experiences. I wish that child to always know its only play time and nothing more. I don't want my children returning to me sexulized or even pondering it in any symbolic, mystical, artistic, political or nuanced way. My fear is that society today is taking youth and streamlining them for a confused existence that is more than a simple challenge for parents. I don't want my kids playing doctor with other kids today. I prefer them to not know any of these things until they are over 10. Finally, I want my kids to be respectful to all walks of life but always be aware and listen to the seeds of thought coming from others. Thank you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96609", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96609\nTitle: No way\nBody:\nI am amazed that anyone would condone this. Obvious violation of our parental rights and religious freedoms. Some of these young kids are still learning to count, tie their shoes, etc. and the government thinks they have the mental maturity to \"decide\" their gender?? Another tactic of destroying the family dynamic. Drugs have already taken a toll on our families and now the school systems are encouraging another divide. This has nothing to do with education but clearly indoctrination. Those support this agenda, have every right to encourage this behavior at their own homes. The ones that oppose it, also have the right to teach their beliefs to their children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96610", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96610\nTitle: In support of Transgender rights and protective policies\nBody:\nI am in support of any and all states who support transgender rights and provide protective policies. Especially to the youth of their communities. Thank you for this forum to help educate people on the need for equality to ALL people, regardless of gender identities and sexual orientation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96611", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96611\nTitle: Transgender Proposal - Oppose\nBody:\nI strongly oppose the proposals put forth.  Any attempt to force this issue will be very divisive and unfair to ALL children and Educators. If it’s that important to those proposing, then work through the process to put it forward as a voting referendum to the Virginia Constitution.  Put it forward this year on the Gubernatorial platform. If those proposing it are proud of their effort they will be happy to have this issue debated by the Candidates and all affected voices will be heard.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96612", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96612\nTitle: Strongly OPPOSE\nBody:\nStrongly OPPOSE\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96613", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96613\nTitle: Vehemently oppose.\nBody:\nI vehemently oppose and disagree with  this Transgender policy.  It is state sanctioned child abuse.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96614", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96614\nTitle: Strongly Oppose!\nBody:\nI strongly oppose this policy.  Changing the rights of our biological male and female children for a small percentage of confused and misguided children is not the answer.  There are other avenues we can explore in order to resolve these concerns, but forcing children of each sex to coexist, in what should be private areas and compete against one another in athletic activities, is just wrong.  This should not be forced upon our children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96615", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96615\nTitle: TRANSGENDER POLICY IS RECKLESS\nBody:\nOur poor children! Why can't they enjoy their youth? Why must they be exploited and manipulated by social activists who just use them to push their own deviant agendas? Transgender programs DO NOT belong in the public education system: If any young person struggles with learning, physical, social, or emotional issues, then a nurse, counselor, or caring teacher can initiate private support. There are policies in place now for struggling students. Public education has deteriorated, so to divert attention from this widespread abysmal failure, social radicals have to create their next victim/cause. Also, transgender males should never compete against females in sports. They have a natural advantage and can deprive female athletes of scholarships. Protect young people from this dangerous trend.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96616", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96616\nTitle: STRONGLY OPPOSED\nBody:\nI strongly oppose the proposed transgender policy. PARENTS - must not be left out of THEIR child's decision regarding such a life altering action.  Taking action without parental knowledge is unacceptable.  I can't fathom why any school district would prevent a parent from knowing what is happening to their child.  What I find hypocritical is that a school system MUST notify a parent if they are giving the student a \"Tylenol\" or \"Advil\" for a headache, but will take a girl out of the school to an abortion clinic to have an abortion, all WITHOUT PARENTAL CONSENT.  That's crazy. BIOLOGICAL GIRLS/WOMEN - must be protected at all costs.  The hyper-sexualization of women and girls is unacceptable in today's society.  Allowing biological boys who identify as a girl to use girl designated bathrooms or locker rooms is unacceptable and a threat to girl/women safety. Case in point, in another state, a transgender boy (biologically a male) identifying as a girl was allowed to use the girls locker room.  Three girls complained about the situation that they felt uncomfortable and threatened by the boy's presence and school administration continued to allow the boy to use that locker room.  The administration allowed this despite the boy's inappropriate behavior while in the girls locker room, while in his underwear, the boy would prance and gyrate his hips in a sexual manner in front of the girls. They felt very threatened by his behavior.  The three girls decided to use an alternate locker room to feel \"safe.\"  However the trans-boy followed them to the locker room and while the girls were changing, the trans-boy his inappropriate behavior in his underwear in the presence of the girls. GIRLS SPORTS - Allowing transgender boys to participate in girls sports will devastate girls sports entirely.  Transgender boys, even those that have taken hormone blockers, STILL have a distinct advantage over girls in any sport due to muscle mass and bone structure.  At the molecular level, any trans identifying as the opposite sex is still biologically the sex they were born as, male or female.  The fastest female Olympian runner the United States can run the 400m in ~49 seconds.  That's fast.  However, about 300 high school boys can run the 400m in less time.  How is that fair to girls?  It's not. HOW MANY STUDENTS? - My son informed me that out of 1,000 randomly chosen students, you'll have two \"2\" that are transgendered.  I agree with that statement especially after being a teacher for 10-years.  Out of the almost 1,500 children I taught in high school, a dozen were homosexual, about the same number were lesbian, and one was transgendered.  That said, if you were in my class, you were treated with respect and dignity by myself and I commanded it of my students.  Further, at my son's school, any trans student could use the bathrooms in the guidance counselors office.  It was safe, clean, and nobody challenged them. However, having unlocked bathrooms for use at any time is a recipe for disaster. Should this policy be implemented, I fear that our young girls will lose educational and sport opportunities as well as scholarships because they can't compete with transboys.  Further, girls will be subjected to boys in rooms they don't belong in simply because they identify as girl. Please don't implement this policy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96617", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96617\nTitle: Strongly Support\nBody:\nTrans rights are human rights. This being passed will make trans students feel like they are seen as real people, not just people pretending to be something they aren't. Sexual assault is most commonly done by someone the victim knows, and is usually an adult cis male. Sexual assault among minors should not be a concern, and even if it were, would be as much of a concern now as if this were to be passed. Sexual assault does not always occur between an assigned female at birth person and an assigned male at birth person. Additionally, I believe that all the opposition here based on religion should not be valid. There is a separation of church and state for a reason, and the laws should not be based off of the bible. As a trans person, I am hoping to see this bill passed. Thank you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96618", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96618\nTitle: Def not ok!\nBody:\ni disagree! I see where people are saying all kids should feel safe at school (in agreement with this policy) ALL kids should feel safe not a small small minority. My kids should feel safe without sharing a bathroom or being scared to get in trouble for calling someone he/she instead they/them!! Kids need to focus on education they have their entire life to make decisions about things like this WITHOUT THE PUSH FROM OTHERS!!!! Money spent on this is crazy when it can be spent towards children suffering ACTUAL abuse at home.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96619", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96619\nTitle: Oppose\nBody:\nI oppose,  for the safety of all children this will cause more problems than it would solve.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96621", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96621\nTitle: Transgender policy\nBody:\nThese policies proposed by VDOE are totally unworkable in the day to day running of schools.  It would force teachers/administrators to go against their fundamental beliefs in order to comply with these policies. If they don't, they run the risk of losing their jobs.  It is totally unfair and as most governmental policies it sounds good on paper but the carrying out of it is impossible and would place an undue burden on the educational system.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96620", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96620\nTitle: Strongly appose\nBody:\nSimply abnormal\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96622", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96622\nTitle: Forcing beliefs.\nBody:\nit’s sad that as a Christian I cannot express my opinions because I’m being cruel to someone who disagrees. But if your bisexual pan sexual transgender etc you can force your views and opinions onto others and it’s viewed as expressing yourself. Hypocritical is what it is. This is absolutely insane. Basically me being a big chested woman if I was in school I could take my shirt off and “go free” outside if I falsely said I’m a boy. So many people are going to be bullied even more, sexually assaulted and no one seems to care. People only care if the “new” views and opinions are allowed. No one truly cares about the safety of children. Forcing these rules/topics/beliefs is so wrong. You say it’s neglectful if you as a parent tell your child your a girl because you have a vagina but it’s not neglectful for anyone to use whatever bathroom cause they “want” to. So kids can go have sex whether it’s consent from both parties or NOT. Adults need to grow a pair and tell people no. If someone wants to start a private school system where this is allowed by all means go for it and then those that agree can send their children there. We have two genders. Female and male. There is nothing else, whether you look at this biblically or scientifically. This is all nothing but scared ignorant people scared to make one person upset even if it means harming handfuls of children. I can tell you right now if this is allowed my child and many more will not go to public school and the counties funds can dry up for all I care.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96623", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96623\nTitle: Strongly Oppose\nBody:\nSchools must deal with mental health without denying physical facts and ignoring reality. To do otherwise is a disservice to all children, including transgender children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96624", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96624\nTitle: Do NOT take away our parental rights!!\nBody:\nDo not kowtow to less than 1% of the population who are gender-confused. And do NOT take away parents' right!! STOP your cowardice and stand up for the truth!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96625", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96625\nTitle: Oppose\nBody:\nSTRONGLY Oppose!!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96626", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96626\nTitle: Strongly oppose\nBody:\nParents and teachers MUST work together to guide students. This bill creates division between parents and students. My middle and high school children strongly oppose this. They fear feeling uncomfortable in a restroom or locker room. It is NOT okay for students to have this much decision-making power. Teachers need to remain authority figures who are allowed to question a student’s intentions or actions.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96627", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96627\nTitle: Guidance Document\nBody:\nStrongly oppose. A person's gender is determined at conception and cannot be changed. Jesus spoke these words in Matthew 19:4: \"Have you not read that He who made them at the beginning made them male and female?\" These proposed changes are outrageous and clearly against God's design and His creation.  Implementation of this transgender school policy would result in government mandated promotion of gender confusion.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96628", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96628\nTitle: Fundamentally Flawed\nBody:\nThe proposed model would be devastating to Virginia’s families, children, and parents, as well as many teachers and other school staff. It would deny their right to freedom of speech, including freedom from compelled speech. It would also violate the right of parents to raise their children according to their own values and beliefs, which is specifically protected by Virginia Code Section 1-240.1. There is already a prohibition against harassment and bullying of students and unauthorized disclosure of their personal information, regardless of their gender identity. The proposed model would make transgender students a specially protected class of people above cisgender students (e.g., by treating the status of a transgender student as “particularly sensitive”), thus violating cisgender students’ constitutional right to equal protection of the laws. The proposed model would create an unsafe and stressful environment for cisgender students by requiring them to share their bathrooms and locker rooms with transgender students who have not fully transitioned. This would be especially unsafe and stressful for cisgender girls. If the Board of Education truly cares about the well-being of all students and their families, then it must revise the proposed model to correct these fundamentally flawed policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96629", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96629\nTitle: STRONGLY SUPPORT THIS VITAL POLICY!\nBody:\nAs a faculty member in the School of Education at William & Mary, a Licensed Professional Counselor and Counselor Educator, and the parent of two transgender teenagers, I believe this policy is essential to the physical, psychological, emotional, social, and spiritual well-being of transgender youth. A 2020 survey of transgender youth indicated the following: Over 60% reported engaging in self-harm in the past twelve months More 50% seriously considered suicide in the past twelve months 3 in 4 reported symptoms of generalized anxiety disorder in the past two weeks 1 in 3 LGBTQ youth reported that they had been physically threatened or harmed in their lifetime due to their LGBTQ identity 46% of LGBTQ youth report they wanted psychological or emotional counseling from a mental health professional but were unable to receive it in the past 12 months 29% of LGBTQ youth have experienced homelessness, been kicked out, or run away 61% of transgender and nonbinary youth reported being prevented or discouraged from using a bathroom that corresponds with their gender identity Transgender and nonbinary youth who reported having pronouns respected by all or most people in their lives attempted suicide at half the rate of those who did not have their pronouns respected ( https://www.thetrevorproject.org/survey-2020/ ) My own child came home from school today extremely distressed at being misgendered by a substitute teacher because he wore makeup. For those who cannot understand the experience of having you personhood denied by others, please try to image how it would feel if you were continually referred to by others as a gender other than the one with which you identify. Moreso, imagine how it would feel if the person you loved most in the world (your child) lived in a world where every day they were told they were sick, damaged, wrong, unnatural, mentally ill, and the many, many other messages that they get from a cisnormative culture daily. Youth suicide can be prevented. Youth homelessness can be prevented. Youth self-harm can be prevented. Youth anxiety, depression, and other mental health concerns can be prevented. Discrimination and harassment of LGBT youth can be prevented. This policy can make a difference in preventing harm to our children. We can make a difference in protecting our youth and ensuring their right to a safe and supportive educational environment. Please put this policy in place so that all children are guaranteed the safety to learn and grow in a supportive and safe environment; so that they know that their lives matter! Thank you. Dr. Noelle St. Germain-Sehr\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96630", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96630\nTitle: Oppose\nBody:\nThis is a travesty to public schools. Why are bills continually being implemented that go against the majority of Virginia voters wants? This bill has no place in the Virginia school system. This opens up the door for sexual assault on an unprecedented level! This is nonsense.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96631", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96631\nTitle: I strongly oppose.\nBody:\nStrongly oppose.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96632", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96632\nTitle: Transgender in Schools and women’s Sport\nBody:\nI total against this transgender in school. No women should subjected to a transgender man in her bathroom and never the locker room. Children that are under age right will be violated .  Woman sports will die.  Women have gained freedom in sports and you are planning to put men.  No matter how much the transgender uses drugs to learn their man muscles and genetics the women loses everything they have fought for in freedom to be a women\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96633", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96633\nTitle: Strongly Oppose\nBody:\nAs followers of Christ we are strongly opposed to this legislation. The Bible clearly states God created them, male and female. As a Christian we are called to follow his word which goes against everything in this legislation. As parents of 2 young daughters this legislation is terrifying. Passing this opens the door to potential sexual abuse in bathrooms, locker rooms, etc.  The thought of a man being in the same bathroom with our girls is nauseating.  There is nothing that stops a sexual predator from using this label as an excuse to get closer to our children and yours. As an educator who frequently takes students on overnight trips this is also concerning for the reasons mentioned above. Further, your legislation suggests giving accommodations to someone who feels uncomfortable. These trips are already expensive and allowing someone to have a room to themselves because they are uncomfortable just doesn't makes sense. Sports are not addressed yet but we know this will be a stepping stone. We want our young girls to have the opportunity to compete against other young ladies in the future in fair competition.  Any athletic event where a girl will be forced to compete against a transgender male will not be fair and put the girl at a disadvantage. This is common sense and just plain science. We believe everyone to be equal and no one should be harassed or abused but when your rights tramples on the rights of our girls, we have now become the victims. Please do not pass this legislation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96634", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96634\nTitle: Transgenders in Public schools\nBody:\nSTRONGLY OPPOSE! IF THEY HAVE A PENIS, USE \"BOYS\" BATHROOM. IF NOT, USE \"GIRLS\" BATHROOM OR ---   MAKE THEIR OWN SEPARATE BATHROOM \"OTHER\"\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96635", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96635\nTitle: STRONGLY SUPPORT\nBody:\nI support the protection of all children, gender aside\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96636", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96636\nTitle: Trans guidance - Strongly oppose\nBody:\nI strongly oppose this policy. School-aged children under the age of 16 should not be able to identify for any school-related reason as anything other than their birth gender and certainly not without their parents consent. There should never be a biological boy in a girls restroom/locker room or vice versa. It is not fair to the privacy concerns of non-confused  males and females. It is also totally unfair for males to compete against females in any sport. It would make a farce of all female athletic competitions. It's not nice to try and fool Mother Nature. School authority should not trump parental authority on this subject. Ever. Thank you\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96637", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96637\nTitle: SUPPORT\nBody:\nI support the guidance.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96638", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96638\nTitle: 100% support this.\nBody:\nTrans and non binary kids need are support and compassion. They are some of the most at risk for suicide and continuing to ignore their needs will only continue this. We need to protect these kids and it is clear by some of these hateful and vile comments that this is needed now more than ever. So do what is right and pass this bill into law!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96639", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96639\nTitle: Strongly oppose. Distracts from real education. Leave our schools alone.\nBody:\nThe proposed education policy is unscientific, contrary to true human biology, and unconstitutional. Leave our children alone. Stop pandering to the political agenda of transgender activists who don't care about real education.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96640", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96640\nTitle: Strongly OPPOSED!!\nBody:\nStrongly opposed to this measure.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_96641", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 96641\nTitle: Strongly oppose\nBody:\nThis program is psychologically damaging to all children involved.  Those participating and the ones who are witnessing it.  They are all too young to see or make decisions that will alter their lives forever.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97042", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97042\nTitle: Very opposed!\nBody:\nI'm disturbed by many points in this document, just one of which is that school staff and students can receive disciplinary action for not speaking to a transgender child in their preferred pronoun!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97043", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97043\nTitle: WE STRONGLY OPPOSE\nBody:\nWe agree that all children should be protected from harassment in public schools.  However, this policy will promote harassment against those who hold Judeo-Christian values on which this beautiful country was founded.  We believe the policy is in violation of the right to freedom of religion guaranteed by the Constitution.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97044", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97044\nTitle: NO Strongly Oppose\nBody:\nABSOLUTELY NOT.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97045", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97045\nTitle: Strongly oppose government over reach\nBody:\nour family supports all human beings and their rights to make their own choices. These policies are not about individual choices but, rather, about government directing and regulating families and the varying value structures of families across the Commonwealth. How dare any school personnel attempt to teach, “advise,” or influence my children without my wife and I being aware of it. This type of over reach is not leadership and is not about the health and well being of transgender students. It appears, however, to be all about political gamesmanship and shameful attempt to consolidate electoral power on false premises. Our family strongly opposes this ridiculous policy, and that opposition is shared by our children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97046", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97046\nTitle: Strongly Oppose this proposed enforcement\nBody:\nThe schools have absolutely no right to discuss these issues with children, especially without the parents present. Pushing these viewpoints on impressionable children is heinous.  It is 100% up to the parents to have these conversations, not up to the schools to do so. Threatening parents with CPS intervention only further solidifies this as a statist agenda set out to  divide parents and children.  Quite obvious it is not about children’s welfare. If your Political affiliation is in support of reuniting families, why are you pushing an agenda to tear others apart?  No thanks.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97047", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97047\nTitle: In support of this document and in support of transgender students!\nBody:\nMy niece is a Virginia elementary school student and she is transgender. My brother and his family have already had to move school districts because of the transphobic environment they found in their former community. This was a burden, but not every family is so privileged to have it as an option; for equity's sake, it is SO IMPORTANT that you provide statewide guidance to EVERY SCHOOL in support of evidence-based best practices for inclusion and support of trans and other queer students. To many of the other commenters who seem to be against the idea of supporting trans students, let me say from seeing it play out in my own family: if you think it is a burden on YOU to have trans people in your life... it's far harder to BE that trans person who apparently makes you so uncomfortable. Every student deserves love and acceptance for who they are! (Love all students -- I thought Virginia was for lovers?) I support this Guidance Document because I support all Virginia students!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97048", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97048\nTitle: Strongly Oppose\nBody:\nI strongly oppose this idea.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97049", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97049\nTitle: Reject the policy guidance document\nBody:\nEvery child, including those struggling with sexual confusion, should be protected from harm and harassment. Virginia has a good anti-bullying law. But this new, proposed policy goes way beyond prevention and crosses the line into the mandatory promotion of politicized, sexualized ideology. Scientific studies and medical experts make clear the majority of children outgrow gender confusion by the time they reach puberty—it’s, at best, irresponsible to push the involuntary promotion of gender confusion in a public education setting—and, at worst, actually damaging to kids who are still developing. This policy is \"anti-science\", totally ignoring the reality of basic DNA science and biology. Students should be treated with respect, protected from bullying, and taught scientific truth. Instead this policy would force them to to have their privacy, and educational and athletic opportunity destroyed in misguided and destructive ideological brainwashing. Unless this policy is significantly revised, it should be rejected.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97050", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97050\nTitle: Absolutely Against\nBody:\nYou better have a good lawyer. When my daughter gets raped in a school bathroom by Tyler who says he’s Taylor that day and can not be stopped from entering the girls bathroom because of YOUR rules, you will be taken to court as an accessory to the crime and we will win. And don’t say it won’t happen, because it can and it will and when it does, you better have a good lawyer because I will take that all the way to the top. Additionally, how I parent my child is my right as a parent and it is not for you to tell me how I can and cannot instruct my child.  You did not go through the effort to bring them into this world and until you figure out how to birth my child for me, you cannot supercede my parental authority in or out of the school.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97051", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97051\nTitle: Strongly oppose\nBody:\nThese proposed changes will hurt EVERYONE and will not help anyone at all.  Please do NOT implement these changes.  Thank you for your consideration.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97052", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97052\nTitle: STRONGLY OPPOSE -absurd for the 0001%\nBody:\nSTRONGLY OPPOSE -absurd\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97053", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97053\nTitle: No to trans\nBody:\nDo not pass this bill. Keep boys and girls separate...follow the science! We vote.  We will remember.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97054", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97054\nTitle: Strongly Support\nBody:\nI support state guidance documents such as this that minimize legal ambiguity at the local level with respect to Title-IX protected students' and families' rights. These policies serve as a baseline of recommendations that affirm the diverse range students' identities and increase access to essential public education services.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97055", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97055\nTitle: I do not support this policy\nBody:\nEveryone should be treated with respect.  However, these policies will be confusing to young children as they’re building their sense of the world, they don’t align with actual biology and science, and they potentially can make our older students very uncomfortable in bathroom and locker room settings.  These policies put girls’ sports in jeopardy and our female athletes at risk.   Make reasonable accommodations for anyone struggling and have compassion, but you can not infringe on the rights of so many.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97056", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97056\nTitle: Strongly AGAINST!\nBody:\nThis is ridiculous! Everyone is afraid to speak up for what is right. You are either a boy or a girl. You can’t be both, undecided or change what you were born with. This world is twisted and parents nowadays are afraid of hurting their kids feelings by not letting them do or “be” what they want. I homeschool and would NEVER let my children be exposed to this garbage! Public schools even considering this junk makes my reasoning for homeschool even stronger!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97057", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97057\nTitle: Vehemently against proposed trans guidelines\nBody:\nThese proposed transgender guidelines, if passed, would wreak havoc on VA’s children, families, and public schools. Doesn’t this create more of a stigma for trans kids to overcome and make it harder to adjust to the social culture of school? What kind of character would a trans child in that environment develop? I imagine this would only embolden bullies to make the lives of trans kids harder when no one is looking. And how are you helping these kids by pitting them against their parents, the very people who brought them into the world and love them more than life itself (and certainly have their best interests at heart)? Frankly, it seems to me that by suggesting it would be necessary to take such extreme measures against teachers, you’re discriminating against trans kids by suggesting that they’re somehow weak and unable to stand up for themselves if needed, or more proactively to build a respectful relationship with a teacher. And by the way, aren’t teachers the heroes and the backbone of our school system? Mark my words: Should these guidelines pass, students and teachers will leave the VA public school system in droves and you will have an unprecedented crisis of your own making on your hands.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97058", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97058\nTitle: I support\nBody:\nI strongly support the protection of trans children and their rights.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97059", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97059\nTitle: TRANS RIGHTS ARE HUMAN RIGHTS! Protect and support our Trans children!!!!!\nBody:\nour children, trans and cis alike, deserve to be treated with respect and they deserve to be protected and supported!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97060", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97060\nTitle: Strongly Support. Absolutely. YES.\nBody:\nProtect Trans Youth\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97061", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97061\nTitle: is wrong with all? Trans rights are human rights dumbos\nBody:\nYall backwards thinking dumbos need to chill out and let trans people do theyre thing\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97063", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97063\nTitle: OPPOSE The VA Dept of Education teaching children their sex is a choice\nBody:\nYou cannot change your DNA; its determined in the womb, before birth; therefore, I strongly oppose the Va Dept of Education's intent to teach children otherwise.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97062", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97062\nTitle: Horrible proposal\nBody:\nChildren have parents for a reason. Parents are there for their children every day to love and to guide them. Is Virginia’s government planning to take over this roll? Childhood is a formative time, a time of learning. The Virginia government is not with a child every day helping, listening, giving advice, nor should it be. You can’t tell me that a five year, ten year, or older child does not need love and guidance, because they do. Do not take away a parent’s right to be a parent.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97064", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97064\nTitle: Strongly support transgenders rights, at school and beyond.\nBody:\nI have a transgender niece who is almost 7. She knew her persona was a girl starting very early, around age 3. However, she was not able to understand and verbalize it until a few years later. During that time she was not the happiest kid and just did not seem comfortable in her own skin. However, once she made the transition from being a boy a being a girl, she seemed to have found herself. She was so happy, cheerful and creative, everything that was already in her was able to come out and it was delightful to see. We all admire and love her so much just the way she is. And we care so proud of her: she was very brave and was able to recognize and pursue who she really is, something not all of us are able to do really. We are, at the same time, very concerned about possible difficulties, biases and prejudices that she might face throughout her life. All kids need our support in this life, but this is even more true for transgender kids. We as a society have the responsibility to try our best to fulfill the dreams of all kids. I support all guidance that recognize and implement transgender students’ rights and those that are written to create a healthy environment  for them at school. There is nothing weird/unnatural about being transgender and it’s about time everybody understands this. New generations should grow up knowing they’ll be accepted whatever gender form they choose to be and kids who do not change genders should know that they can have happy friendships with their transgender friends. Transgender kids are our kids and transgender rights are human rights.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97065", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97065\nTitle: Support Trans Youth! They need us. Help them be themselves. Support happiness.\nBody:\nSupport Trans Youth! They need us. Help them be themselves. Support happiness. Trans youth need our support in this. Denying and ridiculing how they feel doesn’t help, and divides us. Support them through their discovery. This is how our youth stay alive and connected to us vs. feeling rejected, ousted and alone. Love everyone, stop the hatred.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97066", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97066\nTitle: Stop Transgender Indoctrination in VA Schools\nBody:\nOur family opposes this policy. This is another example of how the family unit is being undermined with the intent of destroying it. Why do we need the government telling us how to raise our children? Why do they think they know better than we do? This policy is being presented under the guise that it is in the best interest of our children and they will be protected from bullying and harassment. This is much deeper, and we all better wake up.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97067", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97067\nTitle: Transgender Students\nBody:\nI once worked with a male to female transgender person. This person had ALL of the surgery, psychiatric counseling and was taking hormones.  I disagree with the concept of someone being able to change their birth gender, however, if this fiction is to continue to be allowed then it seems to me that before someone is legally declared to be a member of the gender opposite their birth gender then they should have had all of the counseling, all of the surgery and be taking the appropriate hormones to at least achieve the appearance of a person of their desired gender.  It seems to me that anyone who has not had all of the surgery, counseling, taking hormones, etc. should NOT be regarded as a person of their desired gender and should NOT use facilities for persons of their birth gender.  If this fiction of being able to change one's gender is to continue then separate facilities for those who object to using the same facilities as transgender persons should be provided. I also think that our state and nation is getting into something very dangerous when our young people are taught that the truth is something which can be manipulated.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97068", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97068\nTitle: Strongly opposed\nBody:\nThese radical policies are absolutely unacceptable and will force children (and teachers) to comply with a false view of sex and gender. These troubling policies endanger the children's emotional and physical safety and deceives the parents by cutting them out of the loop.  It is irresponsible for our public schools to promote this ideology and more importantly, it's very damaging to our children that are still developing.  Do NOT adopt any of these policies in our schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97069", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97069\nTitle: Strongly oppose these policies! Children need to be taught to accept who they were born to be!\nBody:\nYour foundation for these policies is wrong. Your terminology is different than my understanding of those same words. Children must not be encouraged to \"try on\" a different anatomy!! \"Gender\" and \"anatomical features at birth\" are one and the same! Socially accepted views of female and male \"activities\" is a completely different thing from \"gender\". As a parent, i want to encourage my child to learn to do things in life that they enjoy while accepting who they are, not try to change who they are! Don't push the opposite into the schools! How can my child accept who he is of you're out telling everyone that if he doesn't like his p3nis, he should get surgery and get a lab1a?!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97070", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97070\nTitle: SUPPORT & PROTECT TRANS/GNC KIDS!! STRONGLY SUPPORT!\nBody:\nThe protection of and rights for trans people are extremely important especially for trans kids. The education system has to step up to educate all children and to make the place they learn safe for all of the children not just cisgender kids. This forum just proves that not enough people have been educated in why policies like this are necessary. Trans/GNC rights are human rights. Our right to feel safe shouldn't be up for debate.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97071", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97071\nTitle: Strongly support protecting the rights of trans kids\nBody:\nTrans kids are kids. They deserve to feel safe and supported at school. Policies like these are literally saving lives.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97072", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97072\nTitle: No\nBody:\nNo I don’t think this is good\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97073", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97073\nTitle: Strongly Opposed\nBody:\nSchools cannot even give over the counter medication without parental permission, yet with this policy parents have no rights to know what's going on with their own child/children and have a say in that. We are talking about children and adolescents whose prefrontal cortex, the part of the brain that controls reason and logic and common sense, is scientifically proven to not be fully developed until age 25 and we are going to allow them to make these types of profound, life-altering decisions without the people who know and love them the most.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97074", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97074\nTitle: Absolutely Oppose!\nBody:\nThis endangers the safety of our girls! This absolutely can not be allowed into our schools. I will not sit silently by while these laws are put in place. Absolutely Not! Who will be there to protect the children while they are in the trust of the school system when the state and system itself has failed to put basic protection in place by ensuring that children of the same sex are using separate bathrooms? Boys use the boys bathrooms, and girls use the girls bathrooms. Then girls don’t get raped by boys in unsupervised “girls” bathrooms when they were permitted to use the bathroom of their “choice”.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97075", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97075\nTitle: Support\nBody:\nSchools are supposed to be a safe, accepting, and loving environment. I support this guidance.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97076", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97076\nTitle: To all homophobes.\nBody:\nhomophobic people trans rights is where it's at!!!!!! But on serious terms would you really not accept your son, daughter etc. because of a religion? why would you have a child in the first place when you know there would be a small chance of that happening? If you've raised a child you should already know that children wont listen to opinions, so please just dont. go shove maggots up your ass and pull them out of your ears homophobes -marshal\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97077", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97077\nTitle: I oppose.\nBody:\nI oppose.  This completely removes parents and legal guardians in any part of the conversation.  Why would you seek to do this?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97078", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97078\nTitle: Strongly oppose, this is wrong\nBody:\nThis is NOT okay! The government is definitely overreaching here.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97079", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97079\nTitle: STRONGLY OPPOSE!!!\nBody:\nI think this is sickening to even be considered. I am a 20 year old college student and I cannot behind to even think of the many issues this would cause. This is an ungodly act and not what America is built on. I strongly disagree with this and hope many others see through the devilish spirit behind it.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97080", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97080\nTitle: Support Trans Youth\nBody:\nI support trans youth!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97082", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97082\nTitle: Oppose\nBody:\nChildhood is a time of learning and exploring. Children need to have counsel, not only from teachers, but also from parents and religious leaders. This bill oversteps the bounds of education and prohibits community, particularly a child's own parents from being involved in helping a child as they form their own identity and observe classmates forming theirs. I oppose this bill.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97081", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97081\nTitle: STRONGLY OPPOSE TRANS IN SCHOOLS POLICY\nBody:\nWe were created male or female by a loving God as backed by science.  Parents have the God-given responsibility of lovingly and wisely educating and guiding their children through life, also a legal right.  This policy defies both science and parental rights and is therefore fundamentally detrimental to the mental and physical well-being of the children it claims to support.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97084", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97084\nTitle: Strongly Support\nBody:\nTransgender children deserve a safe, accommodating school environment!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97083", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97083\nTitle: Support!Support!support!!!!\nBody:\nsupport it. do it now. this is a very real threat. on a serious note trans rights are human rights! please support this!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97085", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97085\nTitle: Strongly oppose!!\nBody:\nStrongly oppose!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97086", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97086\nTitle: Dangerous\nBody:\nThis is dangerous on so many levels!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97087", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97087\nTitle: Very Strongly Oppose\nBody:\nIt's strongly against the Bible and we as citizens and taxpayers have rights to believe the Bible and determine what our children will be taught and not accept this modern foolishness.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97088", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97088\nTitle: Propose to change or oppose full policy\nBody:\nEducation under a safe and inclusive environment is much needed at school, however, there are boundaries that must be set. 1. How can the school tout as promoting a safe environment when you want to allow children to use any types of restroom facility regardless of their biological gender?  Have we forgotten the #metoo movement?  I stand against putting my children at risk. Unless the schools are willing to build single unisex restrooms then I oppose this. 2. Our ideology and faith should not be intervened by the schools.  We will raise our children and be accepting of them without the schools adding on to the confusion of a young child’s mind. 3. Sports shall remain separate for the biological gender students to avoid unfair disadvantages. Women have worked so hard to pave way for women’s sports let’s not take that away.  If we want to have a unisex team then create one and provide informed consent for those participating. 4. Schools shall allow ALL students to request for accommodations at the expense of the parents. Accommodations requires more of the taxpayers dollars and would only be fair if the parents of the requested child pays for it since not every children gets to benefit from this special policy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97089", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97089\nTitle: Strongly Oppose\nBody:\nI strongly and without any reservation oppose the model for treatment of transgender student guidelines.  They cater to less than 1 percent of the population while imposing privately-held beliefs of an out-of-touch administration onto unsuspecting innocent children.  Authority to give instruction/encouragement on sexuality should NEVER be put into the hands of the public school system.  Who do you really think you are?  When did educating end and brainwashing begin?  If this passes you will have way overstepped the boundary and I will make it my personal mission to see to it that as many children are yanked out of the public schools as is humanly possible.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97090", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97090\nTitle: Strongly support protecting kids!\nBody:\nI strongly support these model policies and appreciate the thoroughness in which they were written to protect our children in Virginia public schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97091", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97091\nTitle: Wholeheartedly, Strongly OPPOSE\nBody:\nI cannot express how opposed I am to this proposition!!  I am greatly disturbed by our ruling bodies in the USA and Virginia at the moment.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97092", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97092\nTitle: Strongly Support\nBody:\nStrongly support\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97093", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97093\nTitle: Protect trans youth!!\nBody:\nProtect trans youth!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97094", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97094\nTitle: Support for non-discrimination policy\nBody:\nTransgender youth are disproportionately discriminated against in schools (I would know, I was one of them back in the day). This legislation would do worlds to support and protect them, and is a massive step towards equality for all students, regardless of who they are. Listen to the kids, even if you don't understand them! They are our future!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97095", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97095\nTitle: Support ALL Students\nBody:\nSupport ALL students, including trans and nonbinary youth. They are an underrepresented and marginalized group, and are entitled to respect and dignity. I support this well-researched and evidence-based proposal.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97096", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97096\nTitle: Strongly disagree to this!\nBody:\ni can’t help but fear for our children’s lives especially my two girls who at the moment attend Virginia’s public schools. If this falls into motion I will take my children out of public schools. It’s not fair for my girls to have to be worried about what they will face or come across in a GIRLS bathroom. I will not stand for my family being in a place to have something uncalled for happen in our schools. A chance for some to take advantage of this horrible idea and to think my children will be in the same restroom as some. Please take into consideration of our high concern and lives of our children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97097", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97097\nTitle: trans youth\nBody:\nsupport trans youth\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97098", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97098\nTitle: TRANS RIGHTS ARE HUMAN RIGHTS\nBody:\nTRANS RIGHTS ARE HUMAN RIGHTS\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97099", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97099\nTitle: Adamantly Oppose\nBody:\nI am adamantly opposed to the model policies. VA Law Section 1-240.1. Rights of Parents is ignored--\"A parent has a fundamental right to make decisions concerning the upbringing, education, and care of the parent's child.\"  The model policies undermine the role of parents in raising their children by leaving parents out of the loop on every level, including allowing children to \"transgender\" without parents' knowledge. Diversity (pgs 3-4) is lacking in the group that developed the model policies as evidenced by no representation from parental rights groups, family advocacy groups, faith-based higher education, the faith community and people no longer identifying as transgender. Only one parent representative was included. \"Our true identity, as male and female persons, is given by God. It is not only foolish, but hopeless, to try to make ourselves what God did not create us to be\" (Nashville Statement, cbmw.org).\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97100", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97100\nTitle: Strongly Support!\nBody:\nSetting these standards to promote safe and healthy learning conditions is vital for development. I think the positive consequences outweigh the negative\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97101", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97101\nTitle: Strongly Support\nBody:\nThis is so important. We need to protect our trans students and affirm their identities in order to promote their mental health and academic performance and to save lives.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97102", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97102\nTitle: Strongly Opposed\nBody:\nMay we clearly remind the men and women who have been sworn, paid, and presumed to know the law that Article I. Of the Virginia Bill of Rights in Section 2.  States that People are the source of power. That all power is vested in, and consequently derived from, the people, that magistrates are their trustees and servants, and at all times amenable to them. May we also remind oath takers that Section 3. states that government is instituted for the common benefit, protection, and security of the people. We, the People, did not give authority to government run schools to overstep and to assume authority over our children. Government was instituted for one purpose and one purpose alone, to safe guard the unalienable rights of the PEOPLE. Public Servants are elected to represent the PEOPLE. To pass legislation of this kind is a clear usurpation of power. It is not the job of government to parent the children of the PEOPLE. And ignorance of the LAW is no excuse. We, the People, are putting you on notice. Any PUBLIC SERVANT who votes in support of this bill will be in clear violation of their oath and will be held accountable. Teaching same-sex marriage and transgenderism at any stage is a bridge of parental right especially to those of faith that do not support these issues. This is a clear violation of the Virginia Constitution Article I. Bill of Rights Section 16. Free exercise of religion; no establishment of religion That religion or the duty which we owe to our Creator, and the manner of discharging it, can be directed only by reason and conviction, not by force or violence; and, therefore, all men are equally entitled to the free exercise of religion, according to the dictates of conscience; and that it is the mutual duty of all to practice Christian forbearance, love, and charity towards each other. No man shall be compelled to frequent or support any religious worship, place, or ministry whatsoever, nor shall be enforced, restrained, molested, or burthened in his body or goods, nor shall otherwise suffer on account of his religious opinions or belief; but all men shall be free to profess and by argument to maintain their opinions in matters of religion, and the same shall in nowise diminish, enlarge, or affect their civil capacities. And the General Assembly shall not prescribe any religious test whatever, or confer any peculiar privileges or advantages on any sect or denomination, or pass any law requiring or authorizing any religious society, or the people of any district within this Commonwealth, to levy on themselves or others, any tax for the erection or repair of any house of public worship, or for the support of any church or ministry; but it shall be left free to every person to select his religious instructor, and to make for his support such private contract as he shall please. It is also a violation of the Republic’s Constitutional First Amendment. It is also a clear violation of one of Virginia’s most fundamental legal documents, The Virginia Statute for Religious Freedom. This sort of teaching violates not only parental authority, but the right of children who are endowed by their Creator with the right to not be mentally molested or depraved with topics that would serve to destroy their innocence and which serves no real purpose. This is a guise. If schools truly wish to teach children kindness and equality, they can do so without having to give specifics about how some people feel that their genitalia doesn’t match what they feel. Transgenderism is a tricky topic for most adults to fully understand. Even among clinicians, there’s not universal concurrence that female brains sometimes actually develop in male bodies and vice versa. If adults, even medical professional have a difficult time grasping such topics, naturally, children will have an even harder time. However, that is a side note, that’s beside the point. The bottom line is that schools do not have the authority to parent the children of We, the People. To do so would be a violation of real laws and a complete usurping of power. Sincerely, The over 10,000 men, women and children represented by Virginians for Liberty and Justice\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97103", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97103\nTitle: No\nBody:\nabsolutely not\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97104", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97104\nTitle: NEVER ENDING SUPPORT TO PROTECT TRANS CHILDREN\nBody:\nIt’s 2021, what the hell is going on that we have to speak up to ensure children are protected for being themselves!!! Trans children deserve to live happily and freely, stop treating people as if they are less than other people and stop debating if children deserve protection, THEY DO!! STRONG, NEVER ENDING SUPPORT FOR TRANS LIVES!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97105", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97105\nTitle: PROTECT TRANS YOUTH\nBody:\nI strongly support this measure! Trans youth in Virginia and nationwide face horrific levels of oppression and violence. In order to make this Commonwealth open and inclusive to everybody, we must protect trans students and grant them full protections under the law from vile transphobia. YOUR HATE SPEECH IS NOT YOUR RELIGIOUS LIBERTY!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97106", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97106\nTitle: I OPPOSE - this violates religious freedoms & parental rights\nBody:\nI oppose this law. This is unconstitutional. It's criminal that you would willfully seek to violate the 1st, 9th, and 10th amendments and then wait for ill-informed and impoverished parents to sue the courts to overturn this law AFTER the damage has been inflicted. You know it's wrong to discriminate against a Christian, Muslim, or those of other religions who will sin before their deities if they accept or recognize all sexual behaviors/orientations. Be wise, because the tables could get turned REAL QUICK -- you don't want the right getting control and then forcing women to marry whoever impregnates them or forcing them to donate to churches against their conscience. It's wrong to knowingly allow a child to make SERIOUS life decisions and \"explorations\" without the knowledge or consent of his/her parents. All rights and authority belong to parents UNLESS the parents can be proven in court to be in criminal or incompetent. I'm not sure if your intentions are to willfully separate children from their parents and make them dependent on the state or if you're trying \"to do the right thing,\" but I implore you to look at what countries have done in similar situations and what the results were -- it was not good.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97107", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97107\nTitle: Strongly Oppose\nBody:\nI strongly oppose the state inserting itself between a child and the parent/family. Surely no child or person should be maligned, however, this document seeks to destroy the family by inserting the state into matters it has no business being involved in. Parents routinely make choices for their children—what they eat, how much screen time they use, where they go, what they do. As developing human beings whose minds and bodies are still growing, children lack wisdom and need guidance. The problem here is that the state is assuming it and/or the child knows what’s best for each child—especially in a matter of profound importance—identity. Additionally, rules and guidelines are being proposed that would profoundly impact the entire student population. These principles ignore basic biological facts and place the emotions and feelings of a small minority over all other concerns. The door is open wide for abuse. The transgender movement as a whole requires one to divorce feelings from physical reality. Unfortunately, science has yet to make the fastest woman as fast as the fastest man, and no male transitioning to female has yet to menstruate and bear the possibility of pregnancy. Yet these guidelines and others like it are asking society to see the biological female as the same as the transgender one. These proposed principles are telling girls and boys that their only difference is one of psychological choice. If you’re the parent and you want to teach your child such—that’s one thing. To have the state insert itself and force such a philosophy is another matter. Where will the intrusion of the state into family matters stop? Hopefully here and now.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97108", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97108\nTitle: It's not bathrooms; it's locker rooms & showers\nBody:\nNo child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97109", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97109\nTitle: I am totally against this being put in our public school systems\nBody:\nThis is not right to allow the opposite sex no matter what they identify as, to enter a locker room where others change and shower or to use the restroom, you tell me how that’s fair to ALL STUDENTS??? If they want the right to choose then the school systems need to make separate locker rooms and restrooms for them to have that option if they are uncomfortable, I’m sorry but if they choose to live a different lifestyle, then why should everyone else who doesn’t choose to live that lifestyle have to be subjected to that embarrassment of having to change or shower in front of someone if the opposite sex regardless of what they identify as....also parents right should not be allowed to be taken from them, if that child lives under their parents roof then it is every bit of their business what is going on in or out of school\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97110", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97110\nTitle: TRANS RIGHTS ARE HUMAN RIGHTS TRANS RIGHTS ARE HUMAN RIGHTS TRANS RIGHTS ARE HUMAN RIGHTS\nBody:\nHey guess what your religion doesnt matter to me and also your kids are seeing you and your behaviour and trusting you less and less every day!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97111", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97111\nTitle: Protect our children\nBody:\nAdults can make all the bad decisions they want to make, but should innocent children be subjected to terrible policies such as this?  Provide a unisex bathroom, but do not allow males in female bathrooms or females in male bathrooms.  This is not safe for children in our public schools.  Children will not go to the bathroom at school and will be dehydrated, stressed, or have UTIs as a result of this.  Who is being OFFENDED here?  Who is being protected?  Adults in office voting on this need to use some common sense and quit being part of the progressive, liberal agenda at the expense of our children’s safety and well being.  Is this OK for YOUR child or grandchild?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97112", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97112\nTitle: Pray this doesn’t happened\nBody:\nPrayers for our schools\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97113", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97113\nTitle: Stop The Social Experiment\nBody:\nGender is determined in the womb. It is not a choice.  Follow the science! Stop burdening children with your social experiments.  Stop making children victims of your abuse by putting these false perceptions in their minds.  Stop trying to force these non-scientic ideas, these falsehoods, on parents and children who know this experiment is not truth.  To lead your children down a path to alter their bodies is horrific. The psychological affect this is having on children is a crime, one they will never overcome.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97114", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97114\nTitle: Transgender students deserve respect and dignity\nBody:\nI have personally witnessed the effects of harassment from teachers and classmates on transgender youth. This treatment has made my peers fear for their safety and exacerbated depression and hopelessness among many. One particularly egregious incident involved one of my Virginia public high school teachers not only refusing to respect my classmate’s identity but making unprofessional and disparaging comments about them in front of the class, as well as refusing to provide instruction to them solely on the basis of their transgender status. No person should be subjected to this vile and traumatizing behavior from others, especially an adult in the public school system. There is no excuse for this type of behavior and these guidelines make that clear. Every student deserves respect, dignity, privacy, and freedom from discrimination. Transgender youth deserve this and more, to be not only tolerated but included and listened to.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97115", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97115\nTitle: Strongly Support\nBody:\nTrans lives matter. We must protect trans kids in our education system. The Trevor Project's National Survey shows Transgender and nonbinary youth who reported having pronouns respected by all or most people in their lives attempted suicide at half the rate of those who did not have their pronouns respected as well as more than half of transgender and nonbinary youth having seriously considered suicide. We can prevent this.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97116", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97116\nTitle: No\nBody:\nabsolutely not\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97117", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97117\nTitle: Stop sexualizing children/ they’re going to do things in locker rooms stop demonizing trans children\nBody:\nYou’re literally talking about children assaulting other children you people should be ashamed TRANS LIVES MATTER\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97118", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97118\nTitle: Strongly Opposed\nBody:\nI am strongly opposed to gender promotion within the public schools. This is a significant violation of parental rights and has no place within the educational system.  Having my child exposed to this topic is unacceptable. . Promotion of this within the school system, without the insight and guidance of parents and caregivers, is deplorable.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97119", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97119\nTitle: Department of education\nBody:\nBy trying to enact a law slowing trans genders into schools you are going to ruin schools. First off this takes away individual freedoms when it is scientifically proven there is only male and females. By allowing boy's to \"claim\" themselves as girls you are going to corrupt young minds from thinking it's ok to follow the opposite sex into the changing rooms or restroom. Let me ask how high are the rape rates? Be ready for those numbers to sky rocket if this \"law\" goes through. The only reason these young minds think this is at all ok/normal is because adult are lieing to them saying that it is ok, the only reason we even are having to fight idiotic laws such as this is because we have gotten away from our country's core values which was all based off of Christianity. By taking the Bible and God out of schools we continue to ruin out country and our young minds\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97120", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97120\nTitle: Support LGBT Youth\nBody:\nI support the proposed bill and think it's important to protect LGBT Youth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97122", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97122\nTitle: strongly opposed to transgender indoctrination\nBody:\nThe guidance document I have reviewed is Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools. My concerns are addressed not only to my home county of Loudoun, but to the whole Commonwealth of Virginia. The basis of the transgender policies that are the subject of this public-education institutional guidance document is that individual gender preference should take precedence over binary biological sex.  It should not, and ought not.  The policy is one of comprehensive repudiation of binary gender.  It attempts to contradict a fact of nature -- that the chromosomes, and all resulting gender characteristics of a person's body, determine the sex of a person. I am not accepting the redefinitions of what gender means or ought to mean that are promulgated by the ideology of transgenderism.  But the subject document does that and far more.  It presses for full-throttle indoctrination of children, on numerous levels, toward gender deconstruction.  Not just for young people who may question their sexual tendencies, but for all students walking into the classrooms of public schools.  And no doubt authors of this policy template would have such proposals go beyond public classrooms in the not-too-distant future. I call upon the government of the Commonwealth of Virginia to reject this and any similar program of transgender propaganda tools.  It represents \"progress\" in a dark, slick, downhill direction. I hope that affirmation of nature's gender identity will take its place, to the better mental and spiritual health and welfare of children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97123", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97123\nTitle: Strongly oppose\nBody:\nThis is wrong in so many ways.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97124", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97124\nTitle: Disgusting\nBody:\nI completely disagree with the transgender agenda being pushed in Virginia and in America in general. This is extremely immoral and, frankly, unscientific. It is against the laws we have known and against God’s laws. If we let this happen, where will our country be? It’s just perverted to allow this to pass.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97125", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97125\nTitle: Support Kids- Believe Kids\nBody:\nNobody else should get to determine another human being's body, identity, or basic dignity. Our kids deserve love and support.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97126", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97126\nTitle: Strongly oppose\nBody:\nThis shouldn’t even be considered, this is wrong in so many ways.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97127", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97127\nTitle: Trans children deserve to be protected\nBody:\nplease take a look inward and know that you are pure slime for demonizing trans children and your transphobia is know and will be reported to your jobs! Have fun :)\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97128", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97128\nTitle: Supopoart Trans Students, who are STUDENTS just like other students\nBody:\nPlease support trans students.  They are STUDENTS just like other students and their needs should be addressed.  Support of people who look, sound, or act differently should start immediately and be ingrained in our educational system and society at the youngest ages.  We should be a community of INCLUSION not EXCLUSION.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97129", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97129\nTitle: Totally opposed!!\nBody:\nThis is putting our children at great risk!! Boys allowed in girls bathrooms and locker rooms??!! The state has no business instructing our children in regards to gender. Removing parents from this equation is WRONG!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97130", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97130\nTitle: Oppose\nBody:\nI do support trying to make sure kids have a safe & healthy school life but this is not the way to gain it. The rights & opinions of MANY groups of people have been taken away or not even considered with this. If you have to push legislation quietly then you're not doing the right thing. Parents should have rights & the rights that are taken away with this is absolutely wrong, public schools do not have time or resources to parent AND teach EVERY student, this is a problem already. It would be much more productive to teach respect. I respect you are trans but I don't have to agree with it as long as I respect you as a human being & treat you accordingly. You don't have to accept my opinion on the subject but if you have learned respect then you'll respect I have a different opinion. This level of respect will carry kids much farther in life than making them resent each other for some being treated differently.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97131", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97131\nTitle: Strongly support!\nBody:\nI'm a parent of a transgender child currently in the Arlington, VA school system. It's vital to protect these kids' right and need to be themselves, free from harassment and discrimination. I strongly support this effort.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97132", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97132\nTitle: Truth not transgender!\nBody:\nStop corrupting our children! The majority of the country says no to immorality but the 1 or 2% always get their way! Now please tell me why?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97133", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97133\nTitle: I am in support of Trans and non binary children attending public schools in VA\nBody:\nI am in support of guidelines proposed by the VA department of education allowing Trans and non binary children to be included in public schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97134", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97134\nTitle: all\nBody:\nGood evening, I am writing to support protections for transgender and non-binary students in Virginia's public schools. All students have the right to learn in a safe place and these protections will help facilitate a positive learning environment for everyone. I have been an educator for over 25 years and I understand the responsibility we have to ensure that all of our students feel valued and affirmed.  When I worked at the middle school level, I was one of several educators who created and co-sponsored a Gay-Straight Alliance at our school.  I have vivid memories of students who came to the first meeting.  They entered the room with such enthusiasm and expressions of joy that there was a safe space for them to be their authentic selves. Students should have that feeling all of the time.  These protections are crucial to this effort.  If we truly believe that all students have the right to learn in a safe place then we must do everything we can to make this a reality.   Otherwise they are just empty words. All means all ! Timothy Cotman, Jr. Equity and Excellence Coordinator Wakefield High School Arlington, Virginia\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97135", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97135\nTitle: Decided\nBody:\nOur children deserve the right to be children! To not be pushed into grown folk business!!! Let them decide when they are age for other adult decisions such as joining the military or smoking cigarettes or drinking alcohol !  Once their minds are fully developed to make a life decision!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97136", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97136\nTitle: Strongly Oppose Guidance Policy on Treatment of Transgender\nBody:\nThis guidance is couched in being all about transgender students.  In reality, it is more  directed at addressing the transgender issue in a vacuum, exclusive of consideration of moral values, religious vales, and most importantly family values.  THE MOST CRITICAL component of moral value development is within the family unit and particularly within the role of parents.  Parental prerogative and authority are being dangerously trampled upon by this Guidance Policy.  Regardless of where an individual stands on the transgender in general, to \"deputize\" classroom teachers and/or other school staff to decide when OR if a parent is informed of THEIR child's transgender.  It also places teachers in a compromising position relative to their own respective religious consciences.  This is not a matter of children (student's) rights or protection or transgender.  This is about the public school system \"kidnapping\" children form their parents to allow free range decision making among children at ages and stages of maturity not appropriate to make responsible life changing decisions.  To the extent the child is receiving influence, it would be from the school in the absence of the parent.  To even use words like abuse or neglect is an affront to me as a parent.  Parental teaching of deeply seeded religious beliefs to their children in their home is the dominant \"right\" at risk of infringement from this policy guidance.    This public comment period is essentially a joke and insult to parents, as it was not distributed to local school boards, local schools or parents and communities at large.  Public awareness would be non-existent, if not promoted through action alerts of various family oriented organizations.  Such government agency operation in darkness is un-American and cultivates an atmosphere of distrust.  It is a despicable abuse of power and exaggerated government over-reach.  I vehemently and passionately oppose this Guidance Policy and consider it offensive and unconstitutional in violation of religious freedom.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97138", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97138\nTitle: No. Take your children out of indoctrination camps aka schools.\nBody:\nThis isn’t something children need to learn in school. This is a sick agenda to confuse and sexualize innocent children. Anyone in support of this are 1) sick 2) misguided and victims of indoctrination. Parents take your children out of indoctrination camps called schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97137", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97137\nTitle: Strongly Oppose\nBody:\nI strongly oppose transgender guidelines. Respectfully, Eileen\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97139", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97139\nTitle: All “concerned” parents are bigoted trash support trans lives\nBody:\nRefer to comment title :3\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97140", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97140\nTitle: Strongly Oppose this new Legislation\nBody:\nAbsolutely do not agree with this new legislation. It's putting innocent children at risk by allowing these kids to use the bathrooms of their choice! If these laws go into effect in our area, we will probably be home schooling our children!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97141", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97141\nTitle: Strongly support!\nBody:\nStrongly support this policy. I'm not sure how this policy infringes on one's religious rights/freedoms as I have seen many comments regarding. Some Christians you are. What happen to \"love thy neighbor \"?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_97142", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 97142\nTitle: Strongly support the rights of transgender youth\nBody:\nPlease enact the guidelines to protect the rights of transgender youth.  The costs of failing to protect them against bullying, involuntary disclosure to unaccepting parents, and similar forms of harm are too significant to ignore in favor of intangible forms of harm stemming from alleged infringements on alleged parental rights or religious freedom.  If this policy helps even one trans kid to come through their childhood unscathed, that’s more than enough reason to enact it.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89037", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89037\nTitle: Transgender policies\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89039", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89039\nTitle: Transgender\nBody:\nDo not intrude on parent's rights\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89041", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89041\nTitle: Absolutely oppose immoral transgender policies\nBody:\nWhile schools have a duty to protect the bodily privacy and dignity of all students, no child should be forced to share showers, locker rooms, hotel rooms, or other intimate settings with a member of the opposite biological sex. Children will feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity.  Adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not accommodate the gravely harmful view that age 5 or 6 is an appropriate time to be encouraging irreversible “gender transitions”. The proposed policies of the Virginia Department of Education is immoral, asinine, and infringe the First Amendment rights of parents to raise and care for their children.  Virginia has no right what so ever to force these misguided policies on the parents of Virinia. To the parents of Virginia, some food for thought for the safety of your children: private school and home schooling.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89042", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89042\nTitle: Transgender Regulations\nBody:\nI oppose the regulations because it intrudes on parents' rights to raise their children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89044", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89044\nTitle: Children are BORN with gender identity.Asking them to choose causes psychological confusion\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89046", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89046\nTitle: I support the model policies for the treatment of transgender students\nBody:\nI support the model policies for the treatment of transgender students. Creating policies and best practices will help create a safer and more inclusive environment for students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89047", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89047\nTitle: Oppose VDOE transgender policies devloped under  HB 145/SB 161\nBody:\nThe transgender policies imposed by HB 145/SB 161 attempt to force schools to implement a severely flawed transgender ideology that denies the basic nature of mankind, as created by God.  This ideology forces children and parents to accept deviant sexual tendencies as \"normal\".  Rather than helping those few individuals deal with their sexuality issues, such policies exacerbate the incredible harm such abnormalities do to individuals so afflcted and to the larger society.   No child should be forced to share showers, locker rooms, hotel rooms when on a school trip or other intimate settings with a member of the opposite biological sex.  Schools have a duty to protect the bodily privacy and dignity of all students--students who are gender-confused or who are uncomfortable in showering/using toilet facilities in the presence of students of the other biological sex should have recourse to private accomodations.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89048", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89048\nTitle: Oppose\nBody:\nI am in strong opposition to this measure. It is in direct contradiction to my religion to support this, or any other policy in relation, in any fashion. This is absurd that taxpayer money would be used to support policies or procedures that are in direct contradiction to the taxpayers morals.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89049", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89049\nTitle: Do not support this policy\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex . Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89050", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89050\nTitle: Transgender policies\nBody:\nRev. Martin Luther King Jr. stated in his 1963 \"Letter from Birmingham City Jail\": \"A just law is a man-made code that squares with the moral law or the law of God. An unjust law is a code that is out of harmony with the moral law.\" What you are doing is the very essence of an unjust law and goes against the laws of nature and God.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89051", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89051\nTitle: Support for Trans teachers and students\nBody:\nI support any legislation that will protect the rights of trans individuals. Teachers and students should be free to express their gender identity.  Genuine discussion and support will help students of all identities learn.  Pretending trans people don't exist, because it feels too difficult to have these discussions endangers students. State guidelines will help teachers make the right decision.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89052", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89052\nTitle: Transgender policy\nBody:\nAbsolutely oppose this immoral policy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89053", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89053\nTitle: Desist from efforts to Mandate Transgender Procedures\nBody:\nNatural law and God's law cover issues regarding transgender matters.  Above all, our children must be protected.  Adults concerned with doubts about their own sexuality should seek counsel from reputable religious and medical practitioners and not draw solace from self gratification, peer pressure, and liberal pundits.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89054", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89054\nTitle: OPPOSE\nBody:\nPlease oppose this bill! It will do great harm to Virginia schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89055", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89055\nTitle: Transgender rulles\nBody:\nI oppose these policies\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89056", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89056\nTitle: Transgender policies\nBody:\nI oppose the proposed regulations.  Schools should focus on education and leave the raising of children to the family/parent/parents. The Virginia Department of Education should not be subsuming the role of parents to provide family values and define the rights of students. The State of Virginia should not be spending tax dollars to provide gender-based supplies (e.g., menstrual supplies, ref Model Policies for Treatment of Transgender Students, pg 17) at no cost. While it may provide statistical fodder in the Model Policies for Treatment of Transgender Students report (pg 9), how will any change in policy change the percentage of students with depression or difficulty sleeping? The Virginia Department of Education's proposed policies, while perhaps initially well-intentioned, have grave impact on our next generation as they continue to mature.  Do not disregard the role of parents.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89057", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89057\nTitle: Oppose transgender policies\nBody:\nI strongly oppose the normalization of transgender anything. The Lord creates them Male and Female. Anti-Bullying doesn’t need to be compartmentalized to every different little group. Nor do\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89058", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89058\nTitle: The VDOE Transgender Model Policy\nBody:\nThe proposed policies articulate views that are opposed by many voters.  THe Model Regulations infringe the first amendment rights of parents to raise and care for their children. VDOE has gone far beyond the path of the VA General Assembly guidance\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89059", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89059\nTitle: Transgender policy\nBody:\nI strongly oppose this legislation\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89062", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89062\nTitle: Completely in support of supporting trans kids\nBody:\nI am wholeheartedly in favor the  Model Policies for the Treatment of Transgender Students in Virginia Public Schools. All kids should be secure in knowing that respect and safety are cornerstones of their school experience. Transgender kids have had precious little of that for too long. Those who try to deny transgender kids these rights, which they assume so automatically for their own children, would carelessly trample on the well-being of living, breathing, vulnerable, young people. They attempt to do so with a small edit to the dehumanizing arguments that they have used for so long to marginalize and attack African Americans, Jews, gays, foreigners of all persuasions, and hosts of others not like them. I'm not going to tell those people what it means to be them. I expect them to leave me and my children to exercise that same freedom ourselves, and to get out of the way as the teachers and administrators in Virginia's public schools work to create an environment where we are all free to do that.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89064", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89064\nTitle: Virginia must not disregard the role of parents in public education.\nBody:\nVirginia must not disregard the role of parents in public education. This would undercut parents’ involvement in the life of their children at school, and endanger the bodily privacy and safety of all students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89065", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89065\nTitle: Is the VA Dept of Education going bonkers?\nBody:\nI strongly oppose everything. What in the world is going on with this society?  Who in the right mind came up with such nonsense?  Where is your sense of priority for important things that truly benefit the community?  Get working on important issues instead of stupid stuff like this.  Don't succumb to the radical transgender overzealous push!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89066", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89066\nTitle: Transgender polices are anti-science\nBody:\nCurrent thinking on transgenderism is born out of social and political pressure and discards everything biology tells us about sex and gender. Equally disturbing is Virginia's willingness to usurp parental rights, succumb to the insanity of made-up pronouns, and allow boys and girls to share locker rooms (what about the rights of girls who don't want a boy watching them undress in their locker room?). Virginia, this is absurdity on a new level. You are discriminating against those who hold fast to the biological understanding of gender. You leave no room for disagreement, no room for parents to live by their own convictions. Children who are confused about their gender need to be helped, but not in the way you think.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89067", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89067\nTitle: If VDOE approves the draft policies, they would undercut parents’ involvement in the life of their c\nBody:\nIf VDOE approves the draft policies, they would undercut parents’ involvement in the life of their children at school, and endanger the bodily privacy and safety of all students. The proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89069", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89069\nTitle: ABSOLUTELY OPPOSE!\nBody:\nFCPS needs to focus on teaching HISTORY, ENGLISH, MATH AND SCIENCE. let parents do their jobs at home regarding sexuality.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89070", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89070\nTitle: If VDOE approves the draft policies, they would undercut parents’ involvement i\nBody:\nIf VDOE approves the draft policies, they would undercut parents’ involvement in the life of their children at school, and endanger the bodily privacy and safety of all students. The proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89071", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89071\nTitle: The draft policies would undercut parents’ involvement in the life of their children at school\nBody:\nIf VDOE approves the draft policies, they would undercut parents’ involvement in the life of their children at school, and endanger the bodily privacy and safety of all students. The proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89072", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89072\nTitle: DO NOT APPROVE THESE POLICIES\nBody:\nTHIS APPLIES TO POLICIES RELATED TO HB 145 AND SB161: -The proposed policies & model regulations infringe the First Amendment rights of parents to raise and care for their children based on their norms. -Schools should not promote or accommodate the harmful view that youth is an appropriate time to encourage irreversible \"gender transitions\". -With due respect and consideration for parents who have children with such tendencies, it is their sole responsibility to raise their children. -While public schools have the duty to protect all children, it should not be done by forcing children to to share bathrooms, showers, locker rooms, hotel rooms, or other intimate settings, in school activities, with a member of the opposite biological sex.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89074", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89074\nTitle: Trans Guidelines Hurt Girls, Women and Lesbians\nBody:\nThese changes are harmful to women and the lesbian community. Sex is determined by objective, physical criteria, not mental states. Mammals can’t change sex. Some doctors and scientists,  may go along with changing social or legal markers out of an attempt to be polite or ease suffering, to save their careers from the online mob, or to attract a new market in patients: but they’re never going to submit a peer-reviewed paper documenting a case in which a human being changes from male to female Nor will they submit a paper worrying over the pronouns of cows, or classifying any animal research subjects by sex on any basis other than the type of gamete they’d produce if they were healthy and reproductively active. Stop encouraging the idea that sex is a “social construct.” Stop claiming that the fact that sex exists is “white colonialism,” as though colonial-era Europeans were the only people who ever figured out how babies are made, and no one else knew until they showed up. This is nonsense on par with claiming that the Earth is flat and it makes everyone who repeats it sound ridiculous. Misuse of suicide statistics – In addition to basing claims of high suicide rates mainly on poorly designed surveys, trans leaders advance the idea that suicide risk is both a reason to immediately give in to their demands, and to immediately admit that the undefinable category of “transgender people” are the most oppressed of all. Suicide rates are related to a mix of cultural and socioeconomic factors, and prevention experts warn strongly against the counterfactual and simplistic attribution of self harm to any single cause. Not only that, but extensive data gathered over decades demonstrates that the phenomenon is not straightforwardly tied to oppression. If oppression were judged by that standard, white men would be the second most oppressed people in the US, after only Native American men, having a suicide rate more than twice as high as Hispanic, black, or Asian men, or women of any ethnic background. We implore you to invest some time becoming familiar with the guidelines issue by the National Action Alliance for Suicide Prevention for developing responsible messaging about suicide, and learning to avoid the very real threat of spreading suicide contagion. As to coercive suicide threats — which LGBT leadership seems to have trained people to issue on behalf of themselves or others, often related to medical transition and compelled speech demands — many abused women remember this type of abuse for what it is: a tool of coercive control that will soon wear out its welcome as more people come to that realization. Cosmetic sterilization of healthy children – In the US, healthy 13-year-old girls are getting mastectomies, 14-year-old girls are getting deliberately thrown into menopause by their doctors, and 16-year-old boys are being chemically or surgically castrated. Many of these children will also face a lifetime of sexual immaturity, without the likelihood of ever experiencing mature desire or its satisfaction. For girls, in particular, this is being done without significant attention to the potential risks to cardiovascular health and life expectancy already known to be posed by ovarian failure before the age of 40. Survey data and past studies on gender dysphoria indicate that most of these children would otherwise have grown up to be same-sex attracted, and many more than expected are on the autism spectrum. Everywhere that early puberty blockers are being followed immediately by cross-sex hormones, children are being chemically sterilized, when the majority of them would have become comfortable with their bodies through the course of a natural puberty, and because of the mechanisms of puberty. Targeting LGB and autistic children for sterilization, and encouraging it as a way for these often marginalized or abused children to feel “normal,” is a eugenic crime against humanity. The world deserves better from all of you. Lesbian & gay erasure – Calling heterosexual men who enjoy dressing “as women” lesbians, or calling heterosexual women who’ve undergone extensive body modification gay men, is an erasure of the unique experience of being exclusively same-sex attracted. Stop calling straight people lesbians, or gay. Particularly, your guidelines will allow heterosexual men to represent themselves as lesbians, or be promoted as if they were lesbians and entitled to speak for women on that basis; this is homophobic and insulting to all women. Trans Ideology categorizes women and girls by degrading, dehumanizing names – Your guide lines will allow women to be called menstruators, bleeders, breeders, cervix havers, egg producers, uterus bearers, pregnant people, people with vaginas, non-prostate owners, non-men, vulva owners, front-hole havers, chestfeeders, or any other term that submerges our humanity into an anatomy lesson, for the sadistic purpose of telling us that our anatomy doesn’t matter to you. We are not “cis,” or “cisgender,” suggesting that we picked, or were allowed to pick, being female or being expected to conform to feminine sex stereotypes. We are women and girls, which are the proper terms for human females. Your guidelines will appropriate intersex language. Do not approve calling all women and girls AFAB, assigned female at birth, unless you’re using an intersex person’s terms for herself, or vice versa with using AMAB. You can’t identify into or out of having an intersex diagnosis, whereas only 0.02% of the population has a condition that makes it medically difficult to determine their sex, and it’s insulting to suggest otherwise. There is also no such thing as having an intersex condition of the mind. Mental traits or predispositions are not passed to children solely and automatically from mother to daughter, or from father to son, and sex is nowhere determined on the basis of such elusive mental traits.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89075", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89075\nTitle: VDOE Gender policies\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89080", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89080\nTitle: Oppose\nBody:\nI oppose this legislation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89081", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89081\nTitle: Let the Parents Discuss Gender Issues with their Children\nBody:\nThe model - Virginia HB 145 and HB 161 - regulation infringe the First Amendment rights of parents to raise and care for their children.  Please let the parents or church leaders teach the children their religious beliefs on Transgender Identities instead of the school teaching our children the goverments' Identities beliefs. God bless!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89086", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89086\nTitle: Opposed to transgender regulations proposed by DOE\nBody:\nChildren, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. Opposed for the 3 reasons stated above.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89087", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89087\nTitle: In opposition to transgender policies\nBody:\nVDOE should NOT approve the model policies giving special accommodations to students who self-identify as transgender.  These policies disregard the rights of the many, many students who would be negatively affected by these accommodations for the very, very few students in question. These policies particularly hurt girls and young women by creating opportunities for those of the opposite biological sex to victimize and abuse them in private settings, such as locker rooms, hotel rooms, and bathrooms.  Why on earth, in this political and cultural moment, would you open up avenues for this exploitation of and assault on women? Schools have a duty to protect the bodily privacy and dignity of all students. Students have the right to this privacy.  Parents have the right to demand the upholding of these rights for their children. Let me repeat this last point: The model regulations infringe upon the First Amendment rights of parents to raise and care for their children, protection of them from all harms -- bodily and psychologically are key here -- being paramount. Oppose these proposals immediately.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89088", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89088\nTitle: new transgender policy\nBody:\nI am totally appalled by the news of these new transgender policies by Virginia. This is totally wrong and unAmerican. We are born with the body God gave us and that does make us all women and men. We are NOT the same.  You will be scaring children, to tell them to go to the same bathroom as all boys and girls, yes boys and girls. As often as kids do get harassed this is an open door for rape in the bathrooms. I cannot believe what I am reading. And to not  have any parental control over your child is just wrong. They are kids not adults. Making decisions are in the hands of the parents not children. I totally find this unacceptable and unconstitutional. Please do not go down this path.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89092", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89092\nTitle: Oppose\nBody:\nI oppose this plan.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89093", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89093\nTitle: Disapproval of gender policies in school\nBody:\nI absolutely agree with zero tolerance for bullying or discrimination against anyone— that includes children who are confused about their gender. Kindness and inclusivity is on the rise and I appreciate that. These policies are way too extreme and give children who don’t know enough about the topic too much liberty. This is confusing and distressing for kids. There is science in child psychology to back this up. It also discriminates against anyone who has a religion that teaches God created them the way they were meant to be. My bet is that the number of religious families in the schools greatly outweigh the number of gender confused children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89095", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89095\nTitle: Transgender Changes in Education\nBody:\nI'm opposed to these changes, why not have a public discussion first and get all opinions\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89096", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89096\nTitle: God made us male or female and we can’t change it\nBody:\nGod made us the way we are man or woman he didn’t make 2 in 1\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89098", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89098\nTitle: Strongly oppose transgender policy\nBody:\nA boy is a boy and a girl is a girl.  DNA does not lie.  This transgender stuff is a sickness and not normal.  I oppose for the following reasons: The proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89099", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89099\nTitle: Opposed to changes in transgender policy\nBody:\nOpposed to these changes, please have a big discussion first\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89100", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89100\nTitle: Oppose transgender policies.\nBody:\nOppose transgender policies in public schools. Let parents parent their children\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89101", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89101\nTitle: Opposed\nBody:\nI oppose this legislation.  It infringes on the rights of parents and students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89102", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89102\nTitle: OPPOSE\nBody:\nStop corrupting and indoctrinating our children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89104", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89104\nTitle: Oppose\nBody:\nI am opposed to this bill, especially the idea that school personnel could be influencing a child's gender transition without notifying the parents. From the proposed document: \"Regardless of the circumstances, the school should support the student’s need for privacy and not disclose a student’s gender identity to other students or parents.\" The school has the responsibility to inform parents of major changes to a child, whether injury, mental health decline, or any sort of new behaviors. Whether or not you agree with the idea of transgender theory, parents MUST be informed of such a large issue in the life of their child. Allowing schools and teachers to withhold the fact that a student is suffering from gender identity issues is serious, and will lead to delayed mental health treatment that is vital to the student. There is very little scientific fact regarding transgenderism except that almost all students affected by it have co-morbid psychiatric diagnoses. Schools and teachers do not \"know better\" than parents and cannot provide the adequate counseling needed in such situations. Thank you for your time, Lauren Schierer\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89105", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89105\nTitle: Don’t Implement!\nBody:\nIt’s vital that the parents remain the sole authority with their children and what they are exposed to.  These model policies are counterintuitive to parental authority and should NOT be implemented.  If there are parents who feel inadequate to discuss these topics with their children, they should seek help elsewhere.  These type of policies and thought policing only misleads the educational system to think they have the ultimate authority.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89106", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89106\nTitle: Transgender Policies Proposal\nBody:\nReasons for opposing transgender policies: Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89107", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89107\nTitle: Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nBody:\nThe Virginia Department of Education (VDOE) SHOULD NOT disregard the role of parents in public education! I do not want the VDOE to undercut parents’ involvement in the life of our children at school, and endanger the bodily privacy and safety of all students.  P rotect children and parental rights in public schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89108", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89108\nTitle: Strongly Oppose Transgender Policies\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89109", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89109\nTitle: I oppose the new transgender policies!\nBody:\nI am the mother of two high school children and I oppose this change on religious and moral grounds, and believe it will cause emotional harm to our children.  It is unfair to impose my children to sharing bathrooms, locker rooms, or any other location that requires physical privacy with other transgendered children; or worse adults of a different sex.  This policy infringes on my rights as a parent to raise my children based on our religious and moral beliefs. It will cause emotional harm to our children to be forced to deal with situations that deny their needs for physical separation from the opposite gender. Children should be raised with a level of modesty and respect for privacy until the time of choosing as adults.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89110", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89110\nTitle: oppose\nBody:\nOppose this\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89114", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89114\nTitle: Fully support\nBody:\nI fully support the implementation of this guidance document.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89115", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89115\nTitle: Opposed\nBody:\nOpposed\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89116", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89116\nTitle: I just wanted to attend school\nBody:\nAs a recent graduate of a VA high school, I fully support this document. I was lucky enough to attend a relatively accepting school, but I still attended every day in fear of discrimination. I stopped playing soccer, something I had done for 13 years, because I would have to petition the VHSL to even let me play on either team. I paid extra money to take gym online because of the intense amount of anxiety that surrounded locker room situations. I almost ran down hallways to the other side of the school every time I had to use the restroom so that I could use the only single stall bathroom. I lived in fear and anxiety. Sometimes it feels like I didn’t even attend high school or graduate at all. My transcripts and other documents that were sent to colleges had only my legal name in them. I had to petition my counseling office to even let me graduate under anything other than my legal name and then, when the  ceremony fell to administration after the virus, I was deadnamed at my own graduation. I want for transgender students in Virginia to not have to face the anxiety and disappointment I did during the years I was out as transgender at school.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89117", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89117\nTitle: disgusting\nBody:\nYou are attempting to break down the laws of nature and religion.  We, as a nation, should be upholding these laws, rather that tearing them down.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89118", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89118\nTitle: Do not approve this policy.\nBody:\nThis policy is wrong. Anyone with common sense can see that. Our school system is already bad but this would make it impossible for a normal child to attend. Any parent who would keep there child in a school system with a police like this is not and I repeat NOT a true parent.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89119", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89119\nTitle: Opposed\nBody:\nAs a former public high school teacher, observing and enforcing many of these proposed regulations seems problematic to impossible.  If a student considers his/her gender to be fluid, he/she could change it daily thus making it difficult to impossible for teachers and fellow students to keep up with \"preferred pronouns.\"  This is a serious concern if failure to do so means risking disciplinary action for \"harassment.\" The language regarding parental authority vs. school authority on this matter is very concerning. “School staff should be prepared to support the safety and welfare of transgender students when their families are not affirming. … Whenever school personnel suspects or becomes aware that a student is being abused, neglected, or at risk of abuse or neglect by their parent due to their transgender identity, they should report those concerns to Child Protective Services immediately.” (Recommended Standard, p.13). Would encouraging one's child to embrace their biological sex/gender be construed as abuse or neglect?  Could a parent be reported for neglect for not providing a second wardrobe for a child who has decided to \"transition?\"  Likewise, the “School divisions will need to consider the health and safety of the student in situations where students may not want their parents to know about their transgender status … There are no regulations requiring school staff to notify a parent or guardian of a student’s request to affirm their gender identity...” (Recommended Standard, p.12) raises concern.  If parental consent is required to excuse an absence or approve a field trip, it would seem negligent of the school system NOT to inform parents if their child was considering or exploring gender reassignment under the guidance of school counselors, health personnel, etc. If the guidelines are enacted as proposed, you WILL have students taking advantage of these policies to gain access to restrooms and locker rooms of the opposite sex; individual restrooms and individual changing stations in the locker rooms would become the only way to protect the safety and discretion of each student. “Access to facilities such as restrooms and locker rooms that correspond to a student’s gender identity shall be available to all students.” (Draft Policy, p.18) “School staff should not confront students about their gender identity upon entry into the restroom.” (Recommended Standard, p.18). Lastly, the policies provide absolutely no exceptions or accommodations for a student or teacher whose religious faith, conscience, or understanding of biology and sociology prevents them from being able to go along with the “transgender” ideology and policies. As a teacher and as a mother sending her children to public school, I oppose this draft of trans policies and advise that language revisions be made, parental information and consent policies be reconfigured, and consideration be given to protect religious liberties within the school system.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89120", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89120\nTitle: treatment of transgender students in public elementary and secondary schools\nBody:\nPlease oppose these proposed policy changes presented in HB 145 and SB 161\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89121", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89121\nTitle: This is an amazing step forward!\nBody:\nThis is a great policy that will allow our transgender students to feel safe in their learning environment! This is an absolute great step forward.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89123", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89123\nTitle: I oppose Transgendered policies in public school.\nBody:\nChildren that are struggling with body or gender dysmorphia should be told the truth about their gender. They are either male or female. This is determined by Biological forces. They should be helped to understand that it is impossible for a female to become a male or a male to become a female. This is basic science. Lying to our children is never the right answer.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89124", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89124\nTitle: Strongly OPPOSED!\nBody:\nWe believe that schools have a duty to protect the bodily privacy and dignity of all students.  As such, no child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex.  Without a doubt, many  children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity.  Science shows that children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations.  It is abhorrent for schools to accommodate the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”.  It is clear that these proposed regulations infringe on my First Amendment rights as a parent to raise and care for my children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89125", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89125\nTitle: Transgender\nBody:\nOppose this bill for the protection of the children. God created them male and female. Period.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89126", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89126\nTitle: Opposed\nBody:\nOpposed\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89127", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89127\nTitle: Opposed\nBody:\nIt is not the duty of the school system to impose specific views and beliefs on their students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89128", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89128\nTitle: Opposse\nBody:\nThis stuff has to stop for the security of our children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89132", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89132\nTitle: fully support\nBody:\nfully support\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89133", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89133\nTitle: Opposed\nBody:\nChildren are not a commodity or product. The are persons with inherent dignity but are immature in their development - physically, emotionally, intellectually and in their sense of self.  Parents, not the schools/school board/Dept of Ed,  is responsible for the raising of their children and who they are.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89135", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89135\nTitle: Transgender Policy\nBody:\nTransgenderism is against God's Will. God made them  Male or Female. God sets the rules because He is God. We obey. Period!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89136", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89136\nTitle: STRONGLY OPPOSE\nBody:\nLet me begin by saying ALL children should be treated with respect.  However, this is not the way.  These policies take it too far, and will only further the division we unfortunately witness in our nation today.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89137", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89137\nTitle: Guidance Document\nBody:\nI oppose this policy. Parents are the first caregivers and educators of their children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89138", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89138\nTitle: I OPPOSE TRANSGENDERISM\nBody:\nI OPPOSE TRANSGENDERISM.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89140", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89140\nTitle: Fully Support These New Guidelines\nBody:\nIt's as though the people opposing haven't even bothered to read the document. Transgender students deserve as much protection as all other students and the laws of our country already say as much. This report has been well-researched and explained. I hope the state adopts these policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89141", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89141\nTitle: Oppose legislation that opposes parental rights\nBody:\nPlease oppose this bill which is harmful to children, families, and teachers. Please allow teachers to focus on teaching and caring for children lovingly without introducing harmful legislation that disrupts that.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89143", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89143\nTitle: transgender policies\nBody:\nGirls are girls and boys are boys.  Anything else is misguided nonsense at best, intentionally harmful at worst.  People need to wake up to the truth.  Protect our children.  Reject this misguided nonsense.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89145", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89145\nTitle: I oppose restrictions to parent's rights\nBody:\nParents' rights should not be denied. Schools should have no right to facilitate gender exploration w/o the parents' knowledge or consent. Parents should have every right to be able to discuss sexual/gender topics with their children w/o the risk of being accused of child abuse. Bathrooms and locker rooms should be limited to use by the person's biological gender. We should be encouraging communication and support between teachers and parents. Dress codes should remain consistent and not allowed to be changed according to a child's whim. Parents should be informed immediately if any disciplinary action is to be taken against their child. Teachers should be allowed accommodations based on religious faith or conscience.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89146", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89146\nTitle: I oppose these transgender student policies\nBody:\nThese troubling policies proposed by VDOE are impractical and will force all students, faculty and administrators to comply with rules that will conflict with their own fundamental beliefs. The administration of such policies could be confusing to the children and disruptive to the classroom where the primary  goal is to teach our children the basics-reading, language, the arts, math, science etc. If such policies are implemented you can be assured that many parents will move their children out of Virginia public school systems to private schools or homeschooling.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89147", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89147\nTitle: I strongly oppose transgender policies\nBody:\nI strongly opposed transgender policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89148", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89148\nTitle: Protect the dignity of ALL children\nBody:\nThis policy does not protect the rights of ALL children. While intended to protect privacy and dignity of those that do not consider themselves Male or Female according to their birth sex, it forgets to protect the privacy of those that do consider themselves Male or Female. How is the school going to protect the right of privacy and dignity of a girl when someone with male genitalia enters the locker, shower or restroom pretending to consider themselves a female? How is the school going to protect the cisgenders from emotional harm and depression when they constantly have to avoid entering lockers, showers, restrooms because of fear that someone believing to be the gender different from their biological sex? Parents have the duty to protect and educate their children and not the Dept of Education or the State or the Governor or the School board. The parents should be the only ones that make all decisions for their children. If you want to protect and not discriminate against religious views of the children, then you have to allow them to keep their believes even when they do not believe that genders are fluid. No bulling or harassment should be allowed from neither part. While we have to protect all children, do not discriminate one group for the benefits of the other.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89149", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89149\nTitle: Oppose transgender policies\nBody:\nThese policies would undercut parents’ involvement in the life of their children at school, and endanger the bodily privacy and safety of all students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89150", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89150\nTitle: Against the transgender guidance in schools\nBody:\nI believe that God has created everyone as either a male or female.... in His image. We don't need someone being lead by demonic forces to change what God has created and say that something that God has created as good is now considered evil because a person wants it changed. I'm opposed to anything involved with the transgender changes including language.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89151", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89151\nTitle: These Policies Are an Egregious Overreach of State Power\nBody:\nI am writing strongly to oppose the model policies. These policies make state power the determining factor in philosophical and theological questions regarding human identity and sexuality and thus usurp the First Amendment rights of parents to raise and care for their children; i.e., to be the primary educators of their children. Sincerely, Daniel McInerny, PhD\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89152", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89152\nTitle: Harming our youth through gender confusion/distortion/manipulation\nBody:\nChildren are happiest when they can live in truth. Living in a false “reality” only leads to sadness, depression, and low self-esteem, and even suicide. Catering to the depraved state society has sunk to through the sexual revolution’s systematic rejection of truth has brought us to this point in history where gender is rendered meaningless.  As you already know in your heart of hearts a persons gender, either male or female, cannot be changed by thought, hormone “therapy” or surgery. Sexual abuse and immortality has become so acceptable, children are now actively being sexualized and groomed by adults to be objects, and not persons of infinite value, loved by God and created in His image and likeness. Schools should in no way support this mutilation and twisted distortion of the human person. Sexual activity is to be exclusively for the bond and union of husband and wife, the gift of children, and the stability of the family.  Outside of these parameters sexual activity brings disorder and disaster, disease, broken hearts, depression, loss of dignity and self-worth, and emotional emptiness in individuals. It causes social unrest and resentment, makes life seem meaninglessness and without purpose and leaves people emotionally, intellectually, and spiritually empty. Immorality in the sexual sphere has reduced sex to a recreational activity between two people, using each other for sexual gratification. The sexual target gets younger and younger, leaving children used, abused, and confused. Why are the schools supporting this? Why are you supporting this? You are harming children by promoting this travesty. Get back to truth. Come back to God. Only then will there be peace.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89153", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89153\nTitle: I do not approve of this!\nBody:\nThis is not something I would ever approve of!  It goes against everything I believe in!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89154", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89154\nTitle: I object\nBody:\nThis will do more harm than good because it will lead to an increase in the number of cases of sexual assault.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89155", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89155\nTitle: Privacy\nBody:\nThe gender of a child is a private/family matter.  Schools do not have any right to control this.  Bring the child and family together PRIVATELY to resolve any issues, and stick to what you are being paid to do by taxpayers:  EDUCATE NOT DICTATE!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89156", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89156\nTitle: Support for this life-saving policy\nBody:\nThank you for these life saving guidelines. The trans people I know and love are directly affected by their everyday treatment in public spaces and this begins at our public schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89157", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89157\nTitle: Transgender Policy Considerations\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex This policy goes beyond the roles of state government and infringes on the roles of parents in the lives of their own children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89158", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89158\nTitle: Do Not approve Policy/ uphold children's dignity\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89159", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89159\nTitle: Strong support of the model policies\nBody:\nI strongly support the model policies, because they protect the rights of transgender and gender creative children. All children need our love and support. When transgender and gender creative children are forced to suppress who they are, it increases their rates of depression and can lead to a range of negative thoughts and behaviors, including suicide. We have the tools and knowledge we need to support young people: which is to listen to them, allow them to be themselves, and ensure an environment where they are free from discrimination and hate. When we support our transgender and gender creative kids, we create an environment that helps ALL kids flourish. It builds trust, mutual understanding, and celebration of the ways in which we are all different. These model policies should be adopted by public schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89160", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89160\nTitle: Oppose\nBody:\nI am strongly opposed to this proposal. As a parent and VA public school employee, I believe that this transgender ideology needs to stay out of schools. Alternatively, I would support funding for counseling and other resources to help these students who struggle with their gender, as most often it corresponds with history of abuse or trauma for which transgenderism is even more damaging.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89161", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89161\nTitle: Fully support Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nBody:\nI fully support the Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools. I thank all the professionals who worked to produce these thoughtful model policies. I especially support removing the gender marking on all forms where it is not necessary, and replace it with the student's pronouns.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89162", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89162\nTitle: Transgender regulations proposed by VA Department of Education\nBody:\nNo child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89163", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89163\nTitle: I Support this!\nBody:\nApprove\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89164", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89164\nTitle: Opposed!\nBody:\nOpposed to this policy\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89166", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89166\nTitle: I support\nBody:\nI support inclusion regardless of sexual orientation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89168", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89168\nTitle: opposed!\nBody:\nI strongly oppose this legislation that strips parents of their rights and is so confusing for teachers and other students.  It is wrong to have a young student just say what sex they feel they want to be and make everyone around them have to change pronouns depending on what the student determines.  Just because they're confused does not mean they have to confuse everyone else.  This is the only diagnosis in the medical field that is now self-diagnosed which is wrong and obviously politically motivated.  Don't make the other children suffer.  Don't expose our daughters to boys who just want to get into their bathroom/changing rooms to see them.  That's wrong! Vote what is right!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89169", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89169\nTitle: Model polices regarding transgender students\nBody:\nI strongly disagree with the VDOE model polices regarding the treatment of transgender students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89170", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89170\nTitle: OPPOSED to the policies in this guidance document.\nBody:\nI am opposed to the policies in this document.  We must uphold the safety and bodily privacy of our students, and the parental rights of their parents.  Thank you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89171", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89171\nTitle: Oppose\nBody:\nthe VDOE should not disregard the role of parents in public education.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89173", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89173\nTitle: Support\nBody:\nI support this document so that all children's rights to a healthy educational environment are protected.  No matter what gender a child identifies as, I demand their right to receive quality education without being made to feel miserable.  I will not tolerate people making my fellow Virginians feel like they're less worthy of participating in society because of the type of person they are.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88437", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88437\nTitle: The epitome of Inhumanity = abortion of  on display\nBody:\nDisordered Minds searching for a cure.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88438", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88438\nTitle: The epitome of Inhumanity = abortion of the Mind on display\nBody:\nDisordered Minds searching for a cure.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88439", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88439\nTitle: DO NOT SUPPORT\nBody:\nRecommend this not be adopted for the following reasons. Parents who encourage their children to embrace their God-given sex would be at risk of being reported for child abuse or neglect by the school. Students will be allowed to claim to be either a biological male or female (or both, neither, or something else entirely) for any duration of time, without providing any evidence to a teacher or administrator, making it impossible for teachers to comply with these policies. Schools would be prohibited from notifying parents if a biological male is using the same changing facility as their daughter that was designated for girls. All students will be allowed to use any bathroom or locker room they choose, without being questioned by any school administrator or faculty, eliminating privacy and safety of students in states of undress. The requirements for schools to maintain gender-neutral dress code standards will cause disruptions and distractions, permitting boys to wear skirts and girls to go topless in activities where boys can – such as swimming activities or teams. Parents will not be notified that their child is being interrogated by school officials for allegedly violating these policies, or have the opportunity to intervene on their child’s behalf, UNLESS the complaints are not resolved “at the school level.” The policies provide absolutely no exceptions or accommodations for a student or teacher whose religious faith, conscience, or understanding of biology and sociology prevents them from being able to go along with the “transgender” ideology and policies. Schools will be permitted to help a student explore, facilitate and make decisions regarding their gender expression of sexual identity while at school, without a parent even knowing! The definition of “Gender identity” is completely subjective to each person claiming it, hence it cannot possibly be known by anyone except that person. Since it cannot be tested or ascertained by any objective method, nothing could prevent any student from constantly “changing” their “gender identity” to exploit many situations.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88440", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88440\nTitle: Do not agree; protect children and don't deny parental involvement in our children's lives\nBody:\nI do not approve of their proposed guidelines based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88441", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88441\nTitle: Full, 100% support the guidance!\nBody:\nThis is absolutely necessary to protect our trans and non-binary youth, because this is when they need it the most!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88442", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88442\nTitle: Good intention taken too far, which will cause significant damage\nBody:\nWe are residents of FFX County and proud parents of a graduate.  This proposal, while well-intentioned by those who wrote it, contains significant danger to the mission of our schools to provide a nurturing and learning environment.  Our schools can provide positive learning environments and a quality education, but they should NEVER come in between the parents and their children.  This attempt to expand parental responsibility to become defined as something dangerous to children is a leftist extremist approach to control and has no business here.  I look at San Francisco CA, and this push is another symptom of an extreme view that will cause extreme damage.  Ask yourselves, is this the Fairfax School System, or the Democrat Leftist Lab for destroying families?  I know the answer.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88443", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88443\nTitle: Fully Support  the draft guidance provided by the VDOE.\nBody:\nFully support!  All LGBTQ+ children should feel safe and supported especially in school.  If a child does not feel safe and accepted in their school environment they can’t effectively learn.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88444", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88444\nTitle: In support of the guidelines\nBody:\nI support the guidelines and schools supporting transgender students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88445", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88445\nTitle: I oppose all that is against natural affections as outlined by God and our forefathers\nBody:\nI oppose all that is against natural affections as outlined by God and our forefathers Transfender is not how we were created and I disagree with this being pushed on innocent children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88446", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88446\nTitle: Transgender indoctirnation\nBody:\nThere are 2 genders, male and female. They are determined by the chromosome coupling that produces an individual. An X+Y chromosome pair produces a male, an X+ X pair produces a female, this is what you call... science. Cutting and pasting human body parts does not produce a different sex/gender it is simply adding accessories to the already established individual. The word \"individual\" means: can not be divided . You people are trying to fix inner problems by trying to manipulate the outside environment. You might as well graft antlers to your head and call yourself a DEER. Your proposed teaching is indoctrination of falsehoods, based on false premises and lies. It is unscientific, unhealthy, damaging to the young minds who will be exposed to this garbage.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88447", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88447\nTitle: Transgender guidelines\nBody:\nThe state has no right to require the teaching of transgender beliefs.  It is NOT scientific and is only a \"belief.\"  It is a sickness that is being spread by liars and haters of a healthy society.  I am completely against this indoctrination of young minds and hearts.  Allow parents to teach their children the morals of society.  The schools should stick to teaching true history, reading, writing and mathematics.  Teach...don't indoctrinate!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88448", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88448\nTitle: Transgender indoctrination of our children\nBody:\nI think that making this a law and forcing our children to try to 'address' someone a certain way (he, ze, etc) who quite possibly can change their minds on an hourly basis (feeling like a girl in morning but a boy later in the day!) is absolutely ridiculous and very, very confusing. DNA shows you are either a male or a female as created. You shouldn't legislate something different and force it to be taught in our schools or punish those who don't follow your crazy ideas.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88449", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88449\nTitle: Support\nBody:\nI support the model policy\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88450", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88450\nTitle: Support.\nBody:\nI support the guidance.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88451", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88451\nTitle: I am strongly opposed to this initiative\nBody:\nI do not approve of this proposal. It is illogical, inappropriate and irresponsible. It would not only eradicate all distinctions between males and females, but this kind of immoral  indoctrination would also do irreparable damage to our children and our society. As I read this, I thought I was seeing the moral fiber of our nation being corrupted before my eyes. I seems like we have lost all consciousness of right and wrong in every aspect of our society.   Please allow me to summarize the main reasons I am against this proposal: Parental permission would not be required for their children to explore their gender and sexuality. This is unthinkable to put a child in this kind of perverted environment. Elimination of personal pronouns (he/she) would be required and violations would be subject to disciplinary action. How disgusting is this? Children can change their gender identity at will. We say follow the science in every other aspect of life, but not in this one. Science say you are born with either X or Y genetics. Biology does not lie. Parents who encourage their children to embrace their God-given sex identity would be reported for child abuse. We were formed in the womb as male of female, and parents have the responsibility to nurture their children to become responsible men and women. Schools would be prohibited from notifying parents if a biological male wants use the same changing rooms designated for the girls. What if your daughter was a rape victim as a result of this kind of idiotic guideline? Boys and girls will be able to use any bathroom they wish. Privacy and decency will become a thing of the past. I would never expose my kids to that kind of environment. Gender neutral dress codes will be required. Girls being able to wear the same kind of swim suits as boys will be a disaster. Parents will not be notified that their child is being interrogated by school officials for alleged violations of these new rules. Get ready for the law suits on this one. There are no accommodations for a student of teacher of faith or conscience that would prevent them from compliance. This is a violation of the First Amendment. This proposal is reprehensible and should be trashed. MH\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88452", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88452\nTitle: SUPPORT -\nBody:\nDo not become complicit in the suicide of minors. Believing and supporting all kids, especially, trans kids is vital to their mental health and over all well being. Creating a healthy environment for trans kids at school means they are able to learn and reach their potential. My child's existence does not need to be dismissed to align with other families' believes. My child is a valid human who deserves to be respected.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88453", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88453\nTitle: Support!\nBody:\nI fully support the guidance.  It is so important to provide an inclusive educational environment for our children.  Both of my daughters have trans and non-binary friends.  These are smart, sweet children who have a right to a positive school experience.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88454", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88454\nTitle: I do not agree with this at all.\nBody:\nThere is only 2 genders, we should not allow anyone to teach anything different. Can a boy feel as a girl or vise versa. I’m sure of it and that is fine and they should not be harassed or treated any different. But regardless their born gender should be what rest room or locker room they use. They can dress as they like even ask to be called a different name that is on their given by birth, but no one should be held to calling them such name. He, she are pronouns that are normal for anyone. If you look like a boy he if a girl she. That person can say at that time what they prefer you to acknowledge them by.  If it addenda the role rain no action should be taken upon either. Nor should the other be ridiculed for their choice.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88455", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88455\nTitle: DO NOT SUPPORT\nBody:\nThese troubling policies proposed by VDOE are totally unworkable and will force all students, faculty, and administrators to comply with an empirically false view of sex and gender, even if it directly conflicts with their own fundamental beliefs. RMB\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88456", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88456\nTitle: A crime against science\nBody:\nthe proposed policies are not only ridiculous, they are discriminatory and unenforceable.   Any student can flow through various “identities” on a day by day or even hourly basis, choosing what particular “identity” may be most advantageous at the moment.   Biological gendered boys can decide to be girls for the next gym class period in which they can join the real girls in the showers.  The girls will not be allowed to complain without facing disciplinary action.  This idiotic scenario would totally be supported by these policies!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88457", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88457\nTitle: Note almost all supporting are women / gay men = EMOTION, not fact/mind based\nBody:\nAlmost ALL supporting this insanely damaging 'policy' are women or gay men.  This perversion is supported by pure emotion. I'm a woman, but have chosen to use my mind and apply some critical thought and love toward our young impressionable children. Follow the 'science' huh?  well, you can lop off a penis or take unnatural hormones and drugs, but you can't alter DNA... our natural signature.  THAT is science.  Not this destructive BS. Wake up!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!  Stop doing this with our tax dollars!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88459", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88459\nTitle: This policy is outrageous and harmful to students and families!\nBody:\nThis policy is a travesty! All common sense and ethical standards have been thrown out the window. These children suffer from gender dysphoria. They need help and support as well as teachers and administrators being transparent with their families. Parents need to be involved in their children’s struggles. A reality check is needed so educators get off this politically correct       Narrative and do what is best for children. I am appalled that people in my profession have become so misguided that the welfare of students is compromised in an effort to appease the so called woke crowd!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88460", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88460\nTitle: Strongly support\nBody:\nI strongly support this document and the guidance it contains on creating inclusive and equitable environments for transgender youth. These measures will go a long way in supporting transgender students in Virginia schools, allowing them to pursue their education in schools that affirm their identity and don't harm their mental health. As the document points out, there are serious consequences such as increased rates of depression, suicide, and anxiety for transgender youth who are not supported. I have personal experience with this, as my sibling is transgender and did not feel that they could come out in high school and were very depressed. Additionally, I urge that the Department of Education work with VHSL and other athletics organizations to allows transgender students to participate in the athletics programs that align with their gender. I also support the inclusion of information about all kinds of gender and sexuality throughout the curriculum, including Family Life Education.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88461", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88461\nTitle: Support\nBody:\nUnlike a surprising number of my fellow Virginians, I fully support the implementation of this guidance and feel it will be extremely beneficial to our educators and our students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88462", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88462\nTitle: Do not support\nBody:\nDo not support\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88463", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88463\nTitle: DO NOT SUPPORT.\nBody:\nI do not support this policy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88464", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88464\nTitle: Are we adhering and teaching science or something else\nBody:\ni am against this, not because of whether a child should be allowed to choose their ‘identity’ or not, but due to “ Schools will be permitted to help a student explore, facilitate and make decisions regarding their gender expression of sexual identity while at school, without a parent even knowing!” As a parent, I should be informed of any conversation with my child that concerns health matters.  I know what is best for my child, not a school administrator in addition, if VA is teaching climate science and basic biology in classrooms, by ignoring the biological makeup of a child you are relinquishing  scientific fact.  Again, I don’t have a problem whether a child self identifies, but the school system, if adhering to all other principles of scientific fact like climate change, basic biology should not then be countering that by agreeing to a choice....that is not science, that is politics and emotion. In addition, if true that if I as a parent choose to have my child embrace their biological fact gender, that should be my choice......I should not be ‘reported’ to child services because of that.  You are relinquishing the role of a parent to the government.  I would be dead set against this if it it was based on politics, science, or any other item (like religion).  What if I wanted my child to embrace Judaism?  Should I then be reported to child services?  The role of a parent should not be abridged. Those are my major concerns....thanks\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88465", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88465\nTitle: I do not support this at all!\nBody:\ni do not agree with this at all!  This is not moving forward, it is shameful and a disgrace to our children to even have this as a subject matter.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88466", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88466\nTitle: \"transgender theories\" ultimate child abuse by schools\nBody:\nThis theory of transgenderism is the ultimate child abuse, because the school will be teaching extreme immorality in indoctrinating confusion to little children and grooming them for child abuse and prostitution. We are what we are: male or female scientifically speaking and God's children created in His image and likeness. Besides you (the school administrations) are proposing to take away God given parental custody to indoctrinate children with extremely evil and filthy theories that are demonic in essence leading to grave/destructive consequences.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88467", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88467\nTitle: Richmond, Born and Raised- And Also Transgender\nBody:\nFirst, I would like to humbly thank you for your time and consideration to this issue. I hold the safety and security of transgender and nonbinary youth very near and dear to me. I was a Virginia public school student, having spent the entirety of my life within the greater Richmond area. When I was in elementary, middle, and even high school, I did not know who I was. All of us in these formidable years are searching for the traits that will define us and who we are to become. For some, including myself, that searching involves questioning why we feel so out of place everywhere—including our own bodies. Most reading this, I am sure, would state this is a normal part of growing up. But how many of you have found yourselves gripping the bathroom counter, staring at yourself in the mirror, and not seeing yourself in your reflection? Maybe you see parts of yourself you do not like, but that is not to what I am referring. When I looked at myself in the mirror, all I saw was a stranger. The fear you have when you see an unfamiliar figure while fumbling for your car keys late at night in an unlit parking lot- that is the fear I felt when I looked at myself in the mirror. The body that was continuing to grow around me was not the body I knew in my soul to be. In middle and high school, when I had to use the girls’ locker room to get dressed for gym class, I was told that we could not use the bathroom stalls to change. Instead, we had to change in front of everyone. Changing in front of others, particularly in these formidable years, can be both a humiliating and humbling experience. For transgender and nonbinary youth, it is the moment that we fear the most. I can tell you for a fact if a gym teacher had given me the consideration of changing privately or even allowed me the ability to confide in them, it would have drastically changed my public school experience. I spent many of my early years in education, as many transgender and nonbinary youth do, being bullied, berated, and antagonized over my body. When I went home and looked at myself in the mirror, I was antagonized more. I do not look back on my years in public school fondly. Instead, I remember the fearful person who would not be able to fathom the man I have become today. I am the man I am because I have resisted and persisted through the discrimination I have had to face. No child should have to go through the pain, suffering, and self-doubt I had to work through. This policy would be the first steppingstone into ensuring no child ever feels like that again. It is shown educational growth cannot be fostered if students do not feel safe. The accommodation of transgender and nonbinary students does not directly harm any individual. There are many who may disagree with this idea, but the implementation of this policy does not directly threaten their life. We stand to lose much more by not implementing this policy. If no lawful consideration is given to these students who are only asking for the right to exist, how can you expect these students to feel safe enough to learn? According to the Trevor Project's 2020 National Survey on LGBTQ Youth Mental Health 1 , “… more than half of transgender and nonbinary youth [have] seriously considered suicide.” I am a part of this statistic. I can say if this policy existed when I was in school, I would have been considerably less likely to consider suicide. In the same survey, “Transgender and nonbinary youth who reported having pronouns respected by all or most people in their lives attempted suicide at half the rate of those who did not have their pronouns respected.” As I mentioned previously with my experience, transgender and nonbinary youth constantly must shoulder the burden of bullying by peers, mentors, and superiors only to come home and continue that burden when they see that stranger in the mirror. It is a feeling that I admittedly find myself unable to describe any better, but it is a feeling all transgender and nonbinary people experience. The crude fact is you stand to lose nothing but your own pride should you allow the passing of this policy. If you decide your opinion matters more than the safety of Virginian students, you stand for perpetuating discrimination and pain in our education system. Do not allow any more transgender or nonbinary students to experience what I did in your schools. Do not allow them to feel so isolated that they believe their only option is to die. You can help stop this cycle of discrimination. You can help stop this cycle of pain. Pass the Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools. Thank you again for your time and consideration. Lee Biggs Pronouns: He/Him/His 1 More information on the Trevor Project's 2020 National Survey on LGBTQ Youth Mental Health can be found here: https://www.thetrevorproject.org/wp-content/uploads/2020/07/The-Trevor-Project-National-Survey-Results-2020.pdf .\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88468", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88468\nTitle: Opposed to Guidance Document\nBody:\nAs someone who is a father, grandfather, and served in the behavioral health field for 45 years; I am appalled at the Transgender Guidance Document.  It will definitely create an unsafe school environment for young girls and encourage many puberty age students to mistakenly believe they have gender dysphoria.  The guidance permits students to have a \"gender of the day.\"  Talk about ridiculous!  Furthermore, school staff should not be a substitute for parents.  It's interesting that there are many instances of school administrators not reporting physical abuse by parents or sexual abuse by school staff.  But now school staff will always be Johnny on the Spot to report a parent who stands up for their rights.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88469", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88469\nTitle: Opposed\nBody:\nOpposed.  The State should not usurp the rights of parents.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88470", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88470\nTitle: DO NOT Support, this has no basis in biological science\nBody:\nWe do not support this. This has no basis in science and in fact is putting every kid at risk.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88471", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88471\nTitle: Strongly oppose\nBody:\nI strongly oppose this document. We should be teaching our children skills to help them become productive citizens capable of solving problems and thinking critically. Let’s leave the social engineering out of the classroom.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88472", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88472\nTitle: Strongly oppose gender discussions and accommodations for change\nBody:\nTwo genders exist: male and female. They are identifiable at birth. No other discussion needs to be held. I resent my tax dollars pushing this liberal transgender agenda. Period!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88473", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88473\nTitle: Transgender guidelines\nBody:\nI do not approve of the proposed transgender guidelines. I especially object to the parents of the student not being actively engaged nor included in the welfare of their child.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88474", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88474\nTitle: DISGRACEFUL....LET PARENTS RAISE THEIR KIDS\nBody:\nHow about you focus on educating our children -- math, reading, writing, and science.  Why does the state feel it has the right to create an environment that encourages kids to explore, facilitate and make decisions regarding their gender expression of sexual identity while at school?  AND without a parent even knowing?  I don't understand how anyone thinks this is acceptable.  Instead of spending time on what 'pronoun' to be called, let's figure out how to make sure our kids aren't falling behind with all this virtual learning. In fact, theses policies are discriminatory and is child abuse.  It defies biological facts about the sexes and leaves children confused and unprotected...they are being encouraged to be confused.  This is a violation of my family's freedom of religion, it is indoctrinating my kids with ideas contrary to our religious beliefs.  If a child is experiencing sexual dysphoria, how about you show them love, grace and understanding, and inform the parents.  This policy further divides and segregates these young kids from their peers.  LET PARENTS RAISE their kids.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88475", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88475\nTitle: Guidance Document on transgender issue\nBody:\nOur children should only be taught academics, not social issues.  Schools have no business indoctrinating our school children. Please bring the focus back on academics for this year and the future of our children\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88476", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88476\nTitle: VDOE Draft Model Policies for the Treatment of Transgender Students\nBody:\nAs a Catholic Christian, and a citizen of and taxpayer in the Commonwealth of Virginia, I am emphatically and unequivocally opposed to the proposed policies. These policies defy natural law, science, and basic common sense. It is completely absurd and beyond comprehension that these are being considered for implementation by serious professionals. The State is attempting to usurp the rights of parents to raise their children in accordance with their own moral and faith values, especially when the majority, if not all of the children attending schools in Virginia are minors who lack the maturity to adequately discern and make the decisions being promoted by these proposed policies. This is nothing more than indoctrination of impressionable children who do not know better, not to mention the accusation of child abuse against parents who oppose these policies. Rather, the child abuse is being committed by the State by imposing these unnatural principles on innocent children who, as stated earlier, do not know better. I sincerely and strongly urge the responsible officials in the VDOE to cease  and desist in their efforts to pursue and impose these policies. It is a shame that taxpayers resources are being spent on this effort. The role of educators is to educate our children, not to indoctrinate them and take the role of their parents in their upbringing.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88477", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88477\nTitle: I Support\nBody:\nI support the Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88478", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88478\nTitle: Strongly Oppose Transgender Agenda and Accomodations\nBody:\nI strongly oppose all of the proposed guidelines.  Children are binary, male or female.  There should be no discussion, \"exploration\", or accommodation for anything other than male or female in public schools.  When a child terns 18 and is no longer a minor, they can make whatever decisions they like.  The proposed use of preferred pronouns and even instruction on anything other than male/female biology is absurd and completely inappropriate for any minor.  The proposed guidelines are radical, dangerous theories that eradicate all distinctions between male and female and indoctrinate our school children with incredibly damaging results.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88479", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88479\nTitle: What will happen to the young girls?\nBody:\nAdopting these \"guidelines\" is astonishingly dangerous for everyone involved, specifically school-aged girls that were born as girls, raised as girls, are glad that they are girls, and who will be trying to learn, compete in sports, or simply try to use the restroom during the school day.  The confusion, conflict, self-destruction, and chaos that these guidelines (and the mindset behind them) would bring about is difficult to comprehend.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88480", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88480\nTitle: Strongly Oppose\nBody:\nWith two grade school age children in FCPS, one male and one female, I strongly oppose this new VDOE guidance. I believe in equal rights but this guidance seems to be very one sided and not take into account my family’s beliefs pertaining to this subject. I’m afraid in the effort to appease the LGBTQ community we are putting our children at undo risk. If this guidance/policy goes into effect my family and I might have no choice but to pull our children out of FCPS. On another note has FCPS considered all the litigation these new policies will foment?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88481", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88481\nTitle: I do not support this when only 2% of students ID as trans\nBody:\nThis is a travesty in that you are willing to support only 2% of the student population leaving the other 98% to be victimized by a law that breaks down scientific law of chromosomes as well as tearing apart the family structure by keeping information from parents. In addition, what about students using locker rooms and bathrooms that can be used by both sexes. This will open the state up to multiple lawsuits if there is sexual assault and really discrimination against the 98% who are straight. Do not pass this.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88482", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88482\nTitle: Keep transgender students safe in VA schools\nBody:\n“I support the Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools” Keep transgender students safe in VA schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88483", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88483\nTitle: fully support\nBody:\nIt has nothing to do with anyone other than the student. Support like this has been shown to reduce trans students suicide rates. Save our trans and queer students, change like this is more than needed.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88484", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88484\nTitle: VDOE\nBody:\nThis is an attack on families - I do not support!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88485", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88485\nTitle: No major decision without parental consent - do not agree\nBody:\nI am all for inclusive. However, nothing should happen without parental consent.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88486", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88486\nTitle: Transgender Policies\nBody:\nSome of these are TOTALLY ridiculous and SO difficult to enforce in real world situations. I see boys claiming transgender to get in girls’ locker rooms and vice versa.  I would not be comfortable with a fully developed girl competing topless in say swimming or any other sport.  If it is a minor parents should definitely be informed what THEIR CHILD is doing at school.  How does freedom of religion fit in???  How does freedom of see how fit in???  They don’t if you happen to believe that none or few of these guidelines are valid.  Transgenders certainly have rights but so do  parents of children and the children who are not transgender.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88487", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88487\nTitle: Oppose Policies for the Treatment Of Transgender Students\nBody:\nI oppose the model policies being presented for the treatment of transgender students.  As written, these proposed model policies will restrict my student's  First Amendment: protection and freedom of speech and expression.  And, the Equal Protection Clause of the 14th Amendment: which guarantees every citizen equal protection under the law.  You may believe that this protects only your thoughts as minorities, but it protects those in the majority as well.   Do not force others to believes as you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88488", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88488\nTitle: Strongly disagree.\nBody:\nFirst, this is like giving a fifth grader the right to vote or to join the army. They do not have enough life experience nor cognitive maturation to make these decisions. Further, making the wrong decisions may hurt them more in the long run than in the short run. Second, this reminds me of “Brave New World” or “1984” where parental experience and responsibility is surrendered to others - the school or the state. Societal norms, religion, and culture determine civilizations and when “anything goes” it portends the fall of civilization!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88489", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88489\nTitle: These guidance policies are unnecessary\nBody:\n-The truth of the dignity of each human being is God-given and not determined by the state.  Every human being is due \"this respect\" regardless of any subjective differences.  The dignity of a human being is a \"given\" and is already affirmed in the Constitution.  A policy of this kind is in error and makes a \"right\" based on \"subjective\" opinion that ignores the \"universality\" of the truth of human dignity.  These policies fail to recognize their promoting further discrimination by \"dividing\" a  human person into \"subjective parts\".  These policies in fact promote a denial of human dignity by imposing same in schools and elsewhere.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88490", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88490\nTitle: Trans/LGBQT\nBody:\nThe teenage years are already so difficult as it is, even for straight kids. Please do what you can to make school and these formative years as enjoyable and inclusive for these students. They need our support and love. These are some lovely, smart and creative kids.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88491", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88491\nTitle: Do not approve of guidelines\nBody:\nHello, I do not approve the guidelines. These troubling policies proposed by VDOE are totally unworkable and will force all students, faculty and administrators to comply with an empirically false view of sex and gender, even if it directly conflicts with their own fundamental beliefs.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88492", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88492\nTitle: Protect trans students!\nBody:\nI support the policies to protect trans students in VA! Transgender kids deserve to feel safe at school.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88493", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88493\nTitle: Draft model policies for the treatment of transgender students\nBody:\nI do not approve of your proposed guidelines based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children.  I strongly oppose these draft model policies for the treatment of transgender students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88494", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88494\nTitle: Strongly support the model policies\nBody:\nI strongly support the adoption of these model policies because it is important we support all our public school students in their learning. This cannot happen when we do not *at a minimum* call students by their preferred name/pronoun and protect them from bullying based on gender identity. I attended Fairfax County Public Schools for K-12 and teachers were always willing to address Michael as Mike or Katherine as Katie when asked because that is the proper way to treat children. This is no different. As a parent, I have had children attend several Virginia public school systems (Culpeper, Madison, Albemarle) and I would love to have these policies adopted while my children are still attending Virginia public schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88495", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88495\nTitle: Slippery Slope in the Wrong Direction\nBody:\nI fail to see how these policies protect transgender students.  I DO see how they will allow trans students to manipulate situations for their benefit, put teacher’s job’s at risk for using long-established rules of grammar, and destroy parent’s rights in raising their own children. Schools are not prepared to handle the fall-out from the many bad situations that will arise.  Much more thought, research, and fair and balanced discussions are needed before POLICY changes are made.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88496", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88496\nTitle: I do not support this policy\nBody:\nThis policy mandates many of the causes of secularism as a religion in public schools, and seeks to legislate certain language in public schools. Both of these actions fly in the face of freedom of and from religion in public institutions and free speech in public institutions. I do not support this policy. Let's refocus on academics, please.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88497", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88497\nTitle: Supporter\nBody:\nI support the guidance.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88498", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88498\nTitle: Authority does not grant privileges, It DEMANDS  Responsibility.\nBody:\nWill any of you \"Authorities\" take responsibility when a young girl or boy is raped or beaten because of these insane measures.  If a child commits suicide due to the confusion which these \"rules\" bring about.  Didn't think so.  School regulations are to be written to protect students and faculty.  These, however, remove viable guidelines and safety measures for the sake of an agenda that deems to dissolve individuality and families.  GOD's Word says in Gen. 1:27 \" God created man in his own image, in the image of GOD; male and female he created them.\"  God BLESSED them.  Why are are the schools trying to tell our children something different?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88499", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88499\nTitle: Protect parental rights - Oppose perverted agenda\nBody:\nWho cares most for the welfare of the children of this Commonwealth?  Who invests in the lives of young people, seeking to train them to be honest, hardworking members of society who serve rather than seek to be served?  The only hope for our youth is not twisted government policy seeking to subvert parental authority and take our children down a confused path.  The hope lies in supporting the role of fathers and mothers; not trying to bring to naught all they have poured into the lives of their precious children.  In the schools, teach our children true history, true science, etc. and leave the rest to the parents - where it has always belonged.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88500", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88500\nTitle: Vehemently opposed\nBody:\nVehemently opposed to these 'transgender policies'. They are so wrong on so many levels. Undermining parents, demonizing parents, encouraging deviant sexual practices, disrupting normal natural identity growth, creating havoc in young minds, punishing the conservative or religious, detrimental to everyone- kids all of whom need stability and right guidance, the teachers who oppose this agenda of chaos and have to go along with it or lose their jobs, the parents who struggle enough as it is to keep their kids safe and happy. It opens the door to abuse by students who will play games with these 'rules'; gone are protections for girls in locker rooms, bathrooms, on sports teams, overnight field trips, etc, etc. These policies are completely baseless, absurd, unnecessary, and unenforceable.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88501", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88501\nTitle: Fully support! Policy like this is well overdue\nBody:\nFully support! Anyone against this hates children and they are the “affront to God”! Stop listening to these hateful conservative garbage bags and always giving them what they want. This is an anti-bullying and harassment policy for children for God’s sakes. Why would any good and decent person be against that?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88502", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88502\nTitle: Absolutely oppose these totally inappropriate guidelines\nBody:\nI do not even know where to start except to say NO, NO, NO! I don’t understand the necessity of this or where such extreme guidelines even came from. It is complete madness to allow a child of any age to decide one day that they might be a boy and the next a girl or even no sex at all, completely at whim. It makes no sense. Why restrict parental involvement? To allow boys or girls to use any restroom or locker room that they feel like without question or restriction is ludicrous. This completely infringes upon any sense of privacy or decency and caters only to the extreme. Toplessness? This is appalling, disgusting and a recipe for disaster. I am totally against every part of this. What is the real agenda behind this perverse thought process? I cannot protest vehemently enough!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88503", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88503\nTitle: Strongly opposed\nBody:\nAs a new resident to Loudon county with 3 children in elementary school, we strongly oppose.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88504", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88504\nTitle: Model policies for the treatment of transgender students\nBody:\nI do not approve of the proposed guidelines that are based on radical theories that eradicate all distinctions between male and female and also the indoctrination of our school children!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88505", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88505\nTitle: Strongly opposed.\nBody:\nThis defies science.  Strongly opposed to this dangerous indoctrination and the undermining of parental rights and responsibilities.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88506", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88506\nTitle: Disapprove of VDOE transgender policy\nBody:\nYour policy starts in a very non-scientific way when it uses the phrase, \"sex assigned at birth.\" Sex is not assigned at birth but simply recognized and recorded. There are only two genders. To say that isn't so is meaningless, especially when no transgender advocate can specify exactly how many genders there are. If gender is a continuum, then male and female are meaningless distinctions and all the talk about sexism, discrimination against women etc is also bunk. By adoption these policies, you will reap irreparable harm on the very people you purport to help. The students with gender disphoria need counseling, not affirmation of their incorrect self-view. If you indeed believe that gender is self-determined, then why is your race also not similarly fluid and self-determined?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88507", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88507\nTitle: Strongly OPPOSE VDOE transgender draft policy guidelines\nBody:\nThese proposed policies are a detriment to all involved.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88508", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88508\nTitle: I DO NOT AGREE\nBody:\nI do not approve of the proposed guidelines based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children. This is wrong and absolutely horrifying. Boys are boys and girls are girls.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88509", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88509\nTitle: Virginia parent of 4 strongly opposed\nBody:\nAs a parent of 4 school aged children, I am strongly opposed to this massive infringement on my rights as a parent.  I am dismayed at the lack of concern for the mental well being of these children by those in favor of this policy.  It sickens me that there are people on this post who believe fragile children, whose brains have not fully developed, should be encouraged to explore ideas and lifestyles that they could not even fathom without the perverted indoctrination from our culture.  I am opposed to using the supposedly secure and safe school system to push reckless and dangerous policies upon our most vulnerable.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88510", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88510\nTitle: Strongly support!\nBody:\nI strongly support the draft guidance provided by the VDOE. All of our students have the right to be treated with dignity and respect, and these policies will help ensure our gender expansive students can learn in a safe and supportive environment.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88511", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88511\nTitle: VDOE draft of treatment of \"transgender\" students\nBody:\nI take great issue with the guidelines being proposed for our students.  I will just mention a couple. Parents who encourage their children to embrace their God-given sex would be at risk of being reported for child abuse or neglect.  This completely flies in the face of our constitutional rights to practice our religion, the rights of parents to make decisions for their minor children, and that this whole issue flies in the face of biological science and DNA.  You are actually telling parents and God Himself that God, the perfect creator of the universe can make mistakes.  When you allow any boys and girls to use whatever locker rooms you are just asking for sexual harassment  especially of young girls, many who will be intimidated, fearful and hurt. You are not using common sense but rather allowing a small minority who need care, understanding and counseling to set the rules for everyone else and putting everyone at risk in several ways. Also, if you let biological males on female athletic teams it has been shown over and over you are very much discriminating against biological females because there IS a difference in physical makeup.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88512", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88512\nTitle: No support from this parent of 4\nBody:\nWhile I understand the intent to cater to and protect the transgender population, I do not agree with the sweeping changes that would put the vast majority of other students at risk and in potentially compromising situations. One person’s “freedom” to choose endangers others who are stripped of that freedom by the nature of these rules/changes. There is no protection or provision for children to have the ability to go to the bathroom, change clothes , or have a safe/private space without the uncertainty/risk of someone with questionable motives present and abusing the freedom/choices being offered. Also as a parent, we need to be aware of our kids choices and actions, a school cannot take that responsibility away by saying they are “protecting” the students. As these rules stand now, I could not in good faith send my children to school in Virginia and would have to look elsewhere.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88513", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88513\nTitle: Absolutely AGAINST\nBody:\nIf the VDOE passes and supports this ludicrous document, I believe and sincerely hope that the teachers will resign in droves. The teachers and administrators are in a no win situation. As the saying goes, \"The inmates should not be allowed to run the asylum.\" Rules are meant to be followed. Period. Another good saying to remember- \"Majority rules!\" Incredible.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88514", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88514\nTitle: Unbelievable that this is even a debate.  What is our world coming to?\nBody:\nI absolutely do not now, nor will I ever support such an abomination.  I urge our legislators to stop and think about what they are considering.  In what world would such things even be whispered about, let alone actually considered as public policy?  This must stop.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88515", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88515\nTitle: Parents nurture, schools partner\nBody:\nThe proposed guidelines for transgender students proposed by the VDOE have nothing ultimately to do with caring for students as a whole.  These policies take the responsibility of raising children away from parents and placing that responsibility in the hands of the state.  I do not support it.  We do not hire the VDOE with our tax dollars to indoctrinate our children on cancel culture ideology and sexuality.  We hire them to educate our children in academics. These policies discriminate against victims of prior physical or sexual abuse by allowing the opposite gender to be present in changing rooms and bathrooms and punishes that victim if he/she protests, they discriminate against families of religious faith who teach their children a Torah, Bible, or Quran-based view of sexuality, they further confuse children at a time in their life when parents or a licensed therapist/counsellor of the parents' choosing should be guiding them.  Please do not adopt these guidelines.  Children and families will suffer because of it.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88516", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88516\nTitle: Strongly support our potential\nBody:\nIn the past, I haven't been the best at understanding these type of issues. But now, I think that our society should simply accept that the identity issue has existed for years under different names, titles, etc. In general, just let our kids express themselves without fear of retribution from their peers or state and simply find that they are our future. Our children can pave the way to s brighter future if only they are not held back by antiquated norms (which in terms of race and gender) have not advanced us in ways we could have enjoyed. Let our students be free of the bounds that held back our greatest minds so we can enjoy their full potential. Godspeed and here's to the future.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88517", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88517\nTitle: Think about what the Chief Justice predicted!   We oppose these policies.\nBody:\nAs Chief Justice John Roberts wrote in his dissent to the majority opinion of 14-556 Obergefell vs. Hodges on June 26, 2015 \"The majority expressly disclaims judicial “caution” and omits even a pretense of humility, openly relying on its desire to remake society according to its own “new insight” into the “nature of injustice.” Ante, at 11, 23. As a result, the Court invalidates the marriage laws of more than half the States and orders the transformation of a social institution that has formed the basis of human society for millennia, for the Kalahari Bushmen and the Han Chinese, the Carthaginians and the Aztecs. Just who do we think we are?\" Chief Justice was 100% correct. Who do we think we are to attempt to rewrite the social building block of the State of Virginia? In less than 5 years from this controversial court decision, our American society has rapidly declined as projected by the Chief Justice.   This decline is obvious by looking at the turmoil experienced within our nation just in 2020 alone.   The very fact that these laws are being presented is proof that we are we have surpassed the warning track of societal destruction.  We must swallow humble pie and reverse course immediately. Any form of governance that eradicates the HONOR of being named a father, mother, son, daughter, grandfather, grandmother, aunt or uncle and replaces it with the ambiguity of social constructs of the marginalized is DEMANDING the entire society to live as slaves .  As someone who works internationally, I strongly warn us to take heed.  By throwing away our constitutional freedom of speech  we will be rewarded with communism.     \"Give me liberty, or give me death!\"  God created family and God gave us the State of Virginia too.   Let's not lose either.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88518", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88518\nTitle: I strongly SUPPORT these policies for protecting trans and non-binary youth\nBody:\nI am so hopeful to see the possibility of a brighter, safer future for today's LGBTQIA+ youth in Virginia through the implementation of policies and practices like those outlined in the proposed document. You need look no further than some of the comments on this very page to see why protections against harassment, bullying, and discrimination are vitally necessary. Creating an environment where it is safe for children and teenagers to explore and express their gender identities during the formative years of their lives is so important to the development of healthy, happy adults. Building the mechanisms to respect and defend their identities saves lives. We can simultaneously protect LGBTQIA+ youth while helping their peers unlearn misguided fear and hatred so that for future generations, policies like these seem like mere common sense. Growing up, I had no such policies or support, and I grew up just thinking I was weird and wrong. It wasn't until I was nearly thirty that I began to figure out my own queer identity, and another five years or so until I became comfortable inhabiting that identity. I don't want to see my or my sister's children having to struggle so long to find themselves, if they do not fit in the gender they were assigned at birth or do not love the genders that they were told to love, just because the school system will not support them or protect them from reckless hate. I support trans youth, and I applaud all those who came together to research and develop these policies and put them forward for implementation. You are heroes.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88519", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88519\nTitle: Don't support infringing parent rights, non-definable status, one sided inclusivity education\nBody:\nFor: Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools I believe the parent has the right to direct and shape their own child, more than the school system. Parental rights should be upheld. Children that are abused for any reason should be reported to CPS. But this document seems to convey that the school system has more authority than the parent in determining what is best for a child. I do not agree with this premise and therefore do not support that language in the document that can easily lead to a parent not being informed of a child's transgender struggles. I would like to see more evidence and research that clearly shows that not telling parents results in a child having reduced suicide, depression, and illicit drug use before it is codified as fact in a school policy. I also do not agree with the choice to leave gender status so non-definable and ambiguous. Even if it is a process for the transgender child, the process should not cause others undue chaos. Why does this policy determine that a school should not require particular substantive evidence including diagnosis or a set duration? Other accommodations (handicap, food allergies, religion) require someone to substantiate their need for accommodations both so that there can be order and so that accommodations are not taken advantage of. The school should be able to set guidelines for how a student proceeds to identify themselves as a gender other than their assigned sex. The process should include counselor input, medical doctor input, parental involvement and I believe a set duration of a persistent behavior. The policy to include inclusivity education specific to LGBTQ issues infringes on my right as a parent to educate my child when I feel is most appropriate and on what I feel they need to know. Parents will not be able to opt out of this education if it is infused throughout the curriculum (vs just in a FLE unit) as this document seems to propose. General education on bullying (caring about the feelings of everyone) does not necessitate the need for children to be overtly taught the definitions of the LGBTQ vocabulary nor do elementary children need to read books about Drag Queens and Transgender Boys or Girls. I do not agree with these topics being taught by the schools because it is someone else's belief in what is normal. Additionally, is there adequate evidence that such education does not increase harmful outcomes in students? I personally know staff that reported many many issues among the kindergarten children that were read \"I am Jazz\" in an Arlington elem school. Is there substantive evidence that such activities are harmless? There should be a strong body of evidence (like in medicine - the first law is to \"do no harm\") before it is prescribed and enforced across the board for all classes/ages/schools as this document seeks to do. I also do not support the school requiring LGBTQ education for all of its staff. This education is biased in that it is only one side of the facts. It often does not inform of the benefits of counseling a child in so labeled \"conversion therapy\". The curriculum is not vetted nor supported by strongly peer reviewed reproducible research, yet it is used as factual. There are no provisions for staff members and students to practice their own beliefs (which may be contrary to those in this document) in a protected manner.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88520", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88520\nTitle: Parents have the legal right- via the Family Educational Rights and Privacy Act (FERPA, 1974),\nBody:\nIn regards to the \"Draft Model Policies of the Treatment of Transgender Students\" I am deeply concerned for the wellbeing of my children, the children in my community (Greater Fulton in Richmond's 7th District) and the children of our State. I'm deeply concerned for the children of our State who identify as transgender - and I do not approve of many of the guildelines proposed in the \"Draft Policies\" and \"Recommended Standard.\" Both of these, based on radical social theories, eradicate valuable distinctions between male and female (1)(2)(3)(..and more), remove parents' protections for their own kids through reducing/denying communication to parents (4)(7)(8)(9), place undue burden on teachers and administrators, (5)(6) and try to remake basic social constructs that have been foundational building blocks of stable civilizations for milennia. Just like we value and protect race and ethiniciy -because it is given by God and is sacred, we need to value and protect sex/gender -because it is also given by God and is sacred. I'm deeply concerned that these draft policies not only erode the sacredness of an individual's sexuality, they go far beyond paving the way for ample opportunity to penalize those who do value it as an inate, biological reality and sacred. (10) Thank you for your consideration of my comments. (1) “Access to facilities such as restrooms and locker rooms that correspond to a student’s gender identity shall be available to all students.” (Draft Policy, p.18) (2) “School staff should not confront students about their gender identity upon entry into the restroom.” (Recommended Standard, p.18) (3) “Students have a right to dress in a manner consistent with their gender identity or gender expression. Schools shall administer and enforce dress and grooming codes consistently across the student body, regardless of actual or perceived gender identity or gender expression.  Requirements for attire for school-related programs, activities, and events shall be gender-neutral.” (Draft Policy, p.16) (4) “School divisions will need to consider the health and safety of the student in situations where students may not want their parents to know about their transgender status … There are no regulations requiring school staff to notify a parent or guardian of a student’s request to affirm their gender identity...” (Recommended Standard, p.12) (5) “A student is considered transgender if, at school, the student consistently asserts a gender identity different from the sex assigned at birth… it does not necessarily require any substantiating evidence nor any required minimum duration of expressed gender identity ...” (Recommended Standard, p.12) (6) “Schools shall allow students to assert a name and gender pronouns that reflect their gender identity without any substantiating evidence.” (Draft Policy, p.13) (7) “In addition to adhering to all legal standards of confidentiality, school personnel shall treat information relating to a student’s transgender status as being particularly sensitive, shall not disclose it to other students and parents, and shall only disclose to other school personnel with a legitimate educational interest.” (Draft Policy, p.12) (8) “Any incident or complaint of discrimination, harassment, or bullying shall be given prompt attention, including investigating the incident and taking appropriate corrective action, by the school administrator. …The [School Division’s Designated Contact] shall be available to hear concerns from students or parents when complaints are not resolved at the school level.” (Draft Policy, p.10) -Parents need to be notified AT THE SCHOOL LEVEL if there are alleged infractions to policies, not just if accusations of their child are unresolved at the school level. (9) “School staff should be prepared to support the safety and welfare of transgender students when their families are not affirming. … Whenever school personnel suspects or becomes aware that a student is being abused, neglected, or at risk of abuse or neglect by their parent due to their transgender identity, they should report those concerns to Child Protective Services immediately.” (Recommended Standard, p.13)\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88521", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88521\nTitle: Strongly Support\nBody:\nAs a teacher myself, my top priority is to protect my students both emotionally and physically. These policies would help to ensure that ALL students feel safe and protected at school. Maslow’s hierarchy of needs states that students first need to feel safe, feel that they belong, and feel confidence in themselves before they can fully participate in problem solving. It is the responsibility of the VDOE to ensure that policies are in place to help prevent any possible discrimination. Time and time again, we have unfortunately seen discrimination toward transgender people turn violent and even deadly. We must protect all students. Please enact these policies to protect our transgender youth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88523", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88523\nTitle: Schools should be inclusive - I support the guidelines\nBody:\nPublic schools must be inclusive for ALL students, including transgender students. Denying an aspect of a student's identity as basic as their gender makes school a painful and potentially intolerable place -- leading to suicide, dropping out, or simply tuning out, which is a waste of human potential. As noted in the guidelines,  reporting a student's transgender status to parents can have dire consequences, including homelessness. Approaches like those described in the guidelines are the best chance for transgender students to remain successfully engaged in their education and avoid deep emotional harm. The guidelines do not unreasonably burden cisgender students; they simply allow transgender students to be themselves in the same school. Please stand firm in protecting transgender students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88524", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88524\nTitle: SUPPORT INCLUSIVE SCHOOL ENVIRONMENTS\nBody:\nI am 100% in support of your draft guidance outlining best practices for creating inclusive school environments for trans and non-binary students.  When people in general feel supported, they thrive.  They suffer less from depression and are less likely to commit suicide.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88525", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88525\nTitle: Strongly Support\nBody:\ncreating healthy environments in the school leads to more positive outcomes. Treat trans students with respect and dignity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88526", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88526\nTitle: Oppose this radical and harmful legislation\nBody:\nForcing people to use pronouns etc which could change on a daily basis is ludicrous. There is constant push to follow science. This is not following science. This is wrong. Taking parents rightful authority from them is also wrong and sets a horrible precedent.  I do not support this insanity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88527", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88527\nTitle: Strongly DISAGREE this absurdity.\nBody:\nThe safety and innocence of the kids will be stripped off.  They’re just kids who doesn’t know yet what they really are.  As a mother I need to know wafts is going on with my child all the time.  This pronoun thing is absurd.  You can be inclusive but not on the expense of children’s\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88528", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88528\nTitle: Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nBody:\nI vehemently disagree with and oppose the proposed Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools.  It is yet another unconstitutional, leftist intrusion as well as criminal and illegal subterfuge into the lives of private citizens, our children and families.  Stop now.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88529", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88529\nTitle: Why are the children always the pawn of radical agendas that want permission tmutilate their bodies?\nBody:\nI strongly oppose any agenda that removes the right of parents and gives it to the state. Children are children and they should be allowed the opportunity to be children without the interference of the state.  The very fact that counselors are silenced in communicating all aspects of this radical and damaging agenda reveals a darker side to what the true agenda is for our youth.  Where is the equity in a one sided presentation of information, where is the equity in removing the parent from the equation.  Do we really want the state telling us how to raise our children, that sounds a lot like communism to most.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88530", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88530\nTitle: There is no part of this that is acceptable.\nBody:\nI was more horrified with every line I read.  We are talking about children under the age of 18, and you are removing parents from all discussions and awareness.  And choosing which children's rights you want to accept at the expense of others.  Even taking out my religious beliefs and what God says, this policy ranges from completely absurd to an unacceptable  violation of the rights of the majority.  I am not sure how teachers, who are already going above and beyond, would begin to comply with this.  Please reconsider how this effects not only the students and teachers, but the parents as well.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88531", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88531\nTitle: Please do not pass these\nBody:\nPlease do not pass this\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88532", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88532\nTitle: I fully support this new policy!!!\nBody:\nSchools should be a safe and inclusive place for everyone!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88533", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88533\nTitle: School district is walking into a legal minefield\nBody:\nWhat gives a school district the right to not disclose a child's behavior to his or her parents, especially when it comes to something that might potentially have implications for the child's health and well being? If a child was cutting herself at school, or displaying symptoms of severe depression, or something of that nature, it would be outrageous for teachers and administrators to hide that from parents. Yet when it comes to this, if a kid says they're a different gender (despite perhaps not even knowing what that means or the implications of it) the school is not only supposed to go along with or encourage the kid's thinking, but also hide it from his or her parents? The school district is opening itself up to so many lawsuits it'll be unbelievable. Look for property taxes to skyrocket to pay for all the damages and litigation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88534", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88534\nTitle: Wholeheartedly support\nBody:\nI WHOLEHEARTEDLY supportModel Policies for the Treatment of Transgender Students in Virginia’s Public Schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88535", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88535\nTitle: I support this\nBody:\nSchools must be inclusive, allowing and supporting all children. This looks to be good policy to ensure that another marginalized group is ensured inclusion.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88536", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88536\nTitle: Strongly support! All children deserve to feel safe and secure\nBody:\nGrowing up in Florida there was no acceptance for LGBTQ kids and I can't imagine the harm that caused those who had to hide their true self. Even worse, I think of the children bullied and tormented for being different than the proposed norm. This policy can help educate kids to be more accepting of others, protect these kids, and move the ball forward to a more accepting and peaceful world. Education is the first step! Please enact this policy and protect all of our kids and our future.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88537", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88537\nTitle: We strongly support\nBody:\nWe strongly support protecting these fundamental human rights. These are innate qualities of our fellow human beings. No child would choose persecution, discrimination, or bullying. Even though some opposing individuals may be uncomfortable with people they don’t understand, there is no societal cost to protecting our most vulnerable populations.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88538", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88538\nTitle: Absolutely support these important guidelines - all children should feel safe to be themselves\nBody:\nAs a parent of a child in Fairfax schools (and two others that have already graduated), I feel these guidelines are extremely important. High School, in particular, can be hard for children due to puberty and all the emotions that go along with it. If the child has dysphoria of any kind, they should be able to express themselves without fearing retribution or being ostracized. Great job Fairfax!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89174", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89174\nTitle: STRONGLY OPPOSE to NO PARENTAL CONSENT on meds - bad even for families with TRANSGENDER children!\nBody:\nThis bill should be rejected because of all important issues I am listing below. It is clear that this bill was not properly thought through, many scenarios and opinions were not considered and covered for the safety of all children, families, educators and even families with transgender children. 1. LACK OF CONSENT This bill lacks parental consent! Parents MUST know all medication their children take, all mental and physical issues their children experience and all procedures at all times! This is critical in case of emergency and when parents make decisions for any treatment on behalf of their children outside of school to avoid any adverse reactions or complications. See page 12: \"There are no regulations requiring school staff to notify a parent or guardian of a student’s request to affirm their gender identity, and school staff should work with students to help them share the information with their family when they are ready to do so. \" School cannot hide from parents any medication or procedures administered to children! What this bill proposes is unacceptable, it did not consider this situation, even families supporting transgender kids should strongly oppose this bill. 2. SIDE EFFECTS Some of the medication or treatments that could possibly be provided carry short and/or long term mental and/or physical side effects, children should not be deciding to take them, they should not even be exposed to them or have them in their reach on school grounds.  Parents must always be informed at earliest time possible. Examples of medication or treatment: PrEP pill for HIV, hormonal or other treatments for gender conversion, anticonception and/or even abortion. 3. PARENTAL RESPONSIBILITY Parents are best advocates for their own children, they know their children's health situation best and they can provide the most loving and compassionate approach. NOT school! Parents are also ultimately responsible for their kids' overall well being. Parents are also responsible for their kids' health insurance along with other expenses. This brings up another question: how would these services and medication be paid for if parents are not supposed to be aware? This is unacceptable! 4. REDUNDANCY There are already other bills put in place to protect transgender children (such as discrimination act or bill on conversion therapy (which prohibits correcting gender to that at birth!)), so part of this bill is redundant. 5. CONSCIOUSNESS This bill encroaches on freedom of expression and religious liberty. It collides and goes against consciousness of many families, especially religious ones. It dismisses feelings and believes of a much larger group of students, in favor of much smaller transgender community. 6. PREDATORS This bill will provide new avenues to exploit for child predators (it is important to note that many child predators start at young age, about 9-11 and many victims do not report any offenses until their adulthood). 7. FACILITIES Sharing bathrooms or locker rooms will put many children in uncomfortable and even dangerous situation. It is an impossible expectation to have a separate locker room or restroom for each child made available by the time this bill be enforced, therefore many children will end up compromising themselves in shared facilities. Many children will end up either viewing or being viewed undressed by the opposite sex. 8. OVERSEXUALIZATION This bill will distract and oversexualize children, it will destroy current privacy rules. \"Whenever schools provide sex-segregated activities such as physical education classes, students should be allowed to participate in a manner consistent with their gender identity.\" (on page 16) - does that mean that girl claiming to be a boy can attend soccer or swimming topless? 9. OPPOSITION There is a large number of parents and educators opposing this matter for years now. There are organizations such as Concerned Parents and Educators of Fairfax County, Parent And Child Org, The Family Foundation and other. Their opposition have been dismissed over the years and it has not been heard or considered when this bill was created.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89176", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89176\nTitle: Oppose\nBody:\nThese model regulations infringe upon the First Amendment rights of parents to raise and care for their children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89177", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89177\nTitle: Strongly Oppose\nBody:\nI do not approve of the proposed guidelines.  The proposals will usurp parental rights and could lead to discrimination against teachers whose deeply held beliefs would prevent them from going along with the changes.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89178", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89178\nTitle: Strongly Oppose\nBody:\nI strongly oppose this.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89179", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89179\nTitle: Strongly oppose.   Keep our children safe.\nBody:\nKeep our children safe.  Do not trample on the role of the parent.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89180", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89180\nTitle: Support\nBody:\nI support this.  People deserve fair and equal treatment. Judgement should be left to the parents regarding transgender matters.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89181", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89181\nTitle: Strongly Oppose. Will undermine the role of a parent for their child\nBody:\nAlso non reversible surgery should not be perform on a young child who can easily be manipulated, and may come to regret when becoming of mature age.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89182", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89182\nTitle: Opposed - As proposed, model policy undermines and bypasses Parents - this is wrong\nBody:\nOpposed - As proposed, model policy undermines and bypasses Parents - this is wrong\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89183", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89183\nTitle: OPPOSED\nBody:\nWe oppose this. Ensure bathroom and locker room settings are accessible based on the person's sex assigned at birth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89184", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89184\nTitle: Oppose\nBody:\nIt is not the place of taxpayer-funded systems to push for policies that are based on nothing more than philosophical differences in opinion on gender theory. No student should be bullied, but existing rules relating to bullying are more than enough. Above all it is possible to treat children with dysphoria with dignity and love while maintaining the fought-for and necessary separate spaces for biological boys and girls. Sex is well-documented and sex-based differences are verifiable based on scientific observation and evidence regarding physical traits, hormonal differences, and behavior. The school has no place imposing a newly-thought up philosophical belief on children who are there to learn and who deserve safe spaces with members of their own sex.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89185", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89185\nTitle: SUPPORT\nBody:\nI support the guidance document. Deadnaming, fear, discrimination are not what our transgender students should encounter . School should be a place of safety and learning, not a place of constant trauma and abuse.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89186", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89186\nTitle: Strongly support! Keep our children SAFE!!!\nBody:\nKeep our children safe; respect their choice for gender identity. Avoid suicide.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89187", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89187\nTitle: STRONGLY OPPOSED\nBody:\nOppose LGBT ideology\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89188", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89188\nTitle: Control Rights\nBody:\nWe keep the right of parents to act in the behalf of their children.  I am not for document.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89189", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89189\nTitle: No way no how\nBody:\nThis bill and any similar to it rejects the rights of parents and the legal rights and guardianship thereof. This bill is a direct violation of those rights and is discriminatory as such against people of religious faith, parents, and any school staff members who disagree with this manifesto on moral grounds. No where in this bill do you affirm the rights of any of those groups to reject this indoctrination. This is a shameful and disgusting bill that seeks to make religious beliefs criminal and goes directly against the 1st amendment in the us constitution. similarly this is yet another unfunded mandate passed down by the state, on an already over burdened school system. You want to push your agenda and punish any who reject it but also want us to not support parental wishes including minors in elementary school and you further choose to hide any of this from parents who do not approve. School documents are legal documents, not documents that can be changed on a whim one day or the next bc you feel like a man or woman or nothing and want to change your name or gender. School documents need to reflect the students legal name and gender as given them at birth by their parents and determined by the physician.  You further want the schools to produce new documents for any student who graduated but now wants to be called something else, even if it’s not legally changed, you expect us to spend our time and money to reproduce diplomas and schools records with their new desired name. Come work in a school for one year and tell me we are not over worked, under staffed, and under paid, and discriminated against bc of our religious beliefs, it’s do this or be fired.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89190", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89190\nTitle: STRONGLY OPPOSE These Policies\nBody:\nSchools have a duty to protect the bodily privacy and dignity of all students! The model regulations infringe on the First Amendment Rights of Parents to raise and care for their children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89191", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89191\nTitle: The draft policies would undercut parents’ involvement in the life of their children at school, and endanger the bodily privacy and safety of all students.\nBody:\nThe draft policies would undercut parents’ involvement in the life of their children at school, and endanger the bodily privacy and safety of all students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89192", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89192\nTitle: Strongly Oppose!\nBody:\nThe model regulations infringe the First Amendment rights of parents to raise and care for their children.  I strongly oppose!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89193", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89193\nTitle: Strongly Oppose\nBody:\nStrongly oppose\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89194", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89194\nTitle: Strongly oppose\nBody:\nMany children have learned very early how to manipulate well intended guidelines for their own purposes. These guidelines, although well intended, will generate chaotic situations that will significantly detract from a healthy school learning environment.  Please consider more moderate adjustments.  Emphasizing respect for all individuals should cover most of what you hope to accomplish.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89195", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89195\nTitle: I oppose this infringement of parents' rights.\nBody:\nI oppose this infringement of parents rights.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89196", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89196\nTitle: Transgender Policies\nBody:\nI am strongly opposed to these transgender policies, and I will not support any lawmaker who supports them.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89197", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89197\nTitle: I strongly oppose ignoring parental rights\nBody:\nI strongly oppose ignoring parental rights in this proposed policy\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89198", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89198\nTitle: Draft Policies for Treatment of Transgendered Students\nBody:\nUntil relatively recently, the understanding of gender identity has been that a person's gender is fixed at conception and is readily ascertained by examining one's chromosomes.  The recent ideas of the flexibility of one's gender identity are without sound scientific basis.  Because they are not based on a sound, easily verifiable scientific basis, the draft policies will produce a system that is easily exploited and impossible to administer fairly.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89199", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89199\nTitle: OPPOSE\nBody:\nLET PARENTS’  DECIDE\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89200", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89200\nTitle: Oppose transgender policies proposed by VDOE\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89201", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89201\nTitle: OPPOSE\nBody:\nThis cannot stand. Taking the rights away from parents, what is next? Our public education system is too emboldened righty now, this is very dangerous and an affront to families and religious people.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89202", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89202\nTitle: Fully support\nBody:\nFully support this. All children should feel safe to be themselves in a school setting. This is not over reach but supports for the child/young adult and Parents, that is much needed. If the parents support their children’s choices, or even if they don’t, we should as a community and provide a safe space.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89203", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89203\nTitle: Strongly opposed\nBody:\nOppose. Public schools are not meant to be a vehicle for encouraging transgender.  They are for education.  Having boys and girls using the same locker rooms is unsafe and disrespectful for all students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89204", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89204\nTitle: Oppose\nBody:\nPart of the job of our education system is to protect our students. There is proof that encouraging and promoting this idea that sex doesn’t matter and you can be whatever you want is harmful to individuals. Sex DOES matter. Men and women are different. They are different in beautiful ways and this should be celebrated. One is not better than the other and individuals cannot switch because they feel like they don’t fit in. No one feels like they fit in to their body. You have to grow and learn to appreciate it.  Bathrooms, locker rooms, classes, and groups designed limited to students of a certain sex in no way offends or diminishes the importance of the other. Instead, like different ethnic clubs, they allow people to be who they are in safe spaces. Treat the bullying, treat the unhealthy relationships students have with their own bodies, other students, and the world in general. It stems from a lack of love and acceptance on both the part of the individual and the group. Throw out this transgender agenda. It is only harmful.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89205", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89205\nTitle: Warped mines\nBody:\nNO!! NO!! NO!! NO,\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89206", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89206\nTitle: Parents supported not demoted\nBody:\nParents should be promoted and not demoted. I oppose the transgender policies proposed.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89207", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89207\nTitle: Strongly Opposed\nBody:\nStop all of this liberal insanity that is warping the minds of our youth and dividing this nation!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89208", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89208\nTitle: Strongly oppose\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89209", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89209\nTitle: oppose\nBody:\nI only got as far as page 6, read the definition of gender which is not correct and stopped reading. Please revise doc and then I will reread and evaluate\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89210", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89210\nTitle: Transgender\nBody:\nWhy you people are so threatened by actual natural facts, is beyond reason !!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89211", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89211\nTitle: Support\nBody:\nAll young people need the support of their school.  The Transgender Student Policy will help schools provide support and guidance to all students. The policy will ensure that ALL students can attend school feeling safe and included, which is critical for every student.  We want our young people to make the best individual choices.  The Transgender Student Policy will support that goal.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89212", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89212\nTitle: Fully Support\nBody:\nI fully support the proposals. Please ignore all of the ignorant bigots and do what is best for our trans students. Those who do not grow and progress with the rest of the world are simply waiting around to die. I urge the DOE to stand on the right side of history and take a strong stance in favor of trans Virginian students and their families.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89213", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89213\nTitle: Strongly oppose\nBody:\nI strongly oppose this transgender policy. I respect all individuals but this is an over-reach by the schools. Making children share restrooms and locker rooms with members of the opposite biological sex is absolutely wrong.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89214", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89214\nTitle: Strongly oppose\nBody:\nAllowing children to decide for themselves what gender they are is child abuse. Children need to be guided by parents. If a child decided they wanted to eat cake for every meal, would a parent allow them to do that? Alternatively, if an underweight child decided they were too fat and only wanted to eat one small meal a day, would a parent let them do that? Of course not!! How is this any different? Biology is not a mistake. “Follow the science!” If a child is created a boy, he is a boy! If a child is created a girl, she is a girl. To deny this is to deny science and genetics. To try to change science and genetics of one’s child is child abuse.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89215", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89215\nTitle: Transgender policies\nBody:\nI think that, generally, people shouldn't be talking about \"transgenderism\" with five to six-year olds, considering that they haven't even learned very basic things about the world and about sex and sexuality. Frankly, it's pretty much child abuse to make a child, who doesn't understand anything about this sort of stuff, doubt whether or not they even \"are what they think they are.\" They do not have the knowledge or the wisdom to make a good judgement on whether or not they \"feel like a man\" or \"feel like a woman,\" since their brain isn't even fully developed yet. There have also been many examples of transgender people changing their minds about \"what they are\" later in life and regretting having ever made sex-change surgeries or filling themselves with horomones of the opposite sex. These things have catastrophic effects on these peoples' health, and you should never expose a child to something like that. This whole set of policies is based on the idea that child transgenderism is legitimate, and that's just not true, so I can't support any part of this.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89216", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89216\nTitle: Vehemently Oppose This Nonsense\nBody:\nThere are two genders. Male and Female. For the parents who support their CHILDREN as they pretend to be the other sex is absurd. Worse are the parents who push their children at a young age to do this. Just stop this nonsense. None of this should be discussed at any level in public schools. Disgusting.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89217", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89217\nTitle: Public Education is no place to address illnesses\nBody:\nJust stop the lunacy of using the public education system to address physical and mental maladies. The school system has no right to invade personal privacy by asking sexual preference.  That is quite a perverse invasion by the school board. everyone has a birth certificate issued by a doctor or health department that the student should have registered with at entry to their first school year.  That does not change a year or ten years later.  It’s none of the school’s business what physical or mental condition a student is dealing with.  That student should seek medical care and the school should excuse absence for treatment. stop trying to address maladies that must be addressed by the proper professionals and dedicate school efforts towards education of students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89218", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89218\nTitle: Model Policies for the Treatment of Transgender Students\nBody:\nI strongly oppose reductions in parental rights\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89219", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89219\nTitle: Transgender regulations proposed by VDOE\nBody:\nThis model proposed by the VDOE infringes on the First Amendment rights of parents to raise and care for their children. They are the primary educators of their offspring, not the VDOE or the teachers. We need to respect parental rights and not usurp them.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89220", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89220\nTitle: Transgender Education Policy\nBody:\nIt is up to parents to discuss their beliefs and understanding regarding transgender education for their children, not our schools.  Transgender wishes reflect mental illness and should be treated as such, not a topic in schools.  The proposed policy is in direct opposition to the beliefs of most parents and schools should not express ideas that are in conflict with family beliefs.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89221", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89221\nTitle: I support the guidelines\nBody:\nI support the guidelines to keep trans students safe at school. Just like any other student or person, trans students have the right to be safe in all public spaces including schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89222", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89222\nTitle: Strongly support - will save children's lives\nBody:\nThis guidance will allow children to explore their gender identity and presentation safely and with support. As the guidance points out, such affirmation has been proven to dramatically reduce rates of depression and suicide in transgender youth (Ryan et al 2010; Russell et al 2018). There are absolutely no evidence-based risks to treating young people as they wish to be treated, and doing so will literally save the lives of vulnerable children and teenagers.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89223", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89223\nTitle: Support\nBody:\nAll children (all people) require a safe environment in order to learn. It is basic human development. Children (people) are children (people) regardless if the clothes they wear or the pronouns they use. We, as adults, have a responsibility to advocate for and protect children. We can disagree about whether or not transgender is \"normal\" or \"ok\" (it is), but I hope we all agree that children are minors needing adults to protect their rights and safety.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89224", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89224\nTitle: Strongly disapprove\nBody:\nI strongly disagree with the proposed guidelines.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89225", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89225\nTitle: Strongly support\nBody:\nI fully support this measure to help keep Virginia's children safe.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89226", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89226\nTitle: Strongly disapprove of Virginia Depart of Education policy on treatment of Transgender students\nBody:\nThe government should not be pushing its own liberal agenda down to the schools which must obey or be punished by reduction in funds.  There are only 2 genders, male and female.  Girls should not have to be afraid using the bathroom or locker rooms by giving boys access to them.  You have completely ignored and refuse to give parents information about their child in school.  What happened to the school working with parents on issues, this policy completely cuts parents out of the decision making regarding their child.  The child is not the property of the state to do with what ever the state wants.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89227", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89227\nTitle: Opposition to transgender policies proposed by the VDOE.\nBody:\nI strongly oppose the transgender policies proposed by the VDOE (HB 145 & SB 161).  These policies are certainly not needed and very much take away the rights of parents raising their children according to their own values and beliefs.  The purpose of the public school system is to educate our children--not to take on responsibilities of the parents. Laws and policies are meant to serve the people.  These two policies certainly do NOT serve the majority of people just wanting to raise their children according to what they believe is best.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89228", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89228\nTitle: Opposition to transgender bills for schools\nBody:\nI do not support these transgender bills. These transitions can result in sterilization of the individual, which is a tragedy as they as too young to know if they want children. And why is it illegal to smoke before 18 and drink before 21, but these children can have hormones of the opposite sex (according to their genetics) injected, which is much more dangerous? This bill makes all children less safe and should not pass.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89229", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89229\nTitle: Strongly urge support of trans and non gender binary students\nBody:\nThe childhood and teen years are a really important time for people to discover who they are.  For some that means the realization that they do not fit the gender norms set by society or their gender does not match the one assigned at birth.  It is vital for the mental health of these students that they be treated fairly as well as gently and compassionately so that they may develop into healthy adult citizens.  These guides will not negatively effect other students' rights.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89230", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89230\nTitle: Undermines parent-child relationship\nBody:\nParents can only make good decisions about their children's well-being based on full information. It's important that schools communicate fully with parents, so that all parties can work together to help a child navigate life circumstances. I'd like to see a provision requiring communication with parents, rather than the school hiding very important, life-changing information from a child's legal guardians.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89231", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89231\nTitle: Concerned for the safety of our children\nBody:\nI am opposed to the policies in this document.  We must uphold the safety and bodily privacy of our students, and the parental rights of their parents. These are some of the problems I have with these policies: The proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89232", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89232\nTitle: SUPPORT\nBody:\nI SUPPORT the guidance.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89233", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89233\nTitle: oppose\nBody:\nAs a human beings,  all creatures have inalienable rights. These are rights to be treated with dignity and respect.  I feel that the children today are being cheated and disrespected by the window of leeway we are placing on their shoulders.  We are born male or female.  If there is confusion in the genetics, we need to find out the reason. It is not just something that over 2000 plus years we can decide is all the sudden changing.  What are we doing environmentally to cause these children such turmoil?  Unfortunately, the children today are having these feelings.  I feel we need to educate them on who they are, allow them separate bathrooms or spaces to feel safe, but do not let their immature minds have to think they are different. Help them to know who they really are.  I oppose this bill for the way it is written.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89235", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89235\nTitle: Strongly oppose\nBody:\nSchools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89237", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89237\nTitle: OPPOSE PROMOTING CONFUSION IN CHILDREN\nBody:\nIt is arrogant and irresponsible for schools to encourage children who are confused about their gender.  Science proves the vast majority of these confused children outgrow it by the time they are adults.  Encouraging them leads to greater depression and ill-health while disrespecting most of the student population and their parents.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89238", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89238\nTitle: Oppose the transgender proposals\nBody:\nI refuse the proposal by VDOE desires to implement on the basis of moral dereliction of duty on the behalf of children.  If this process is permitted our youth will suffer far beyond their ability to comprehend  now in their tender years of development as well as irrevocable damage to their psyche, and clear understanding of their reason for being a stable part of humanity, never fully being accepted in the real world.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89239", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89239\nTitle: Please Protect Transgender Students; they deserve equal treatment respecting their identities\nBody:\nAs the grandfather of a transgender student I have seen the difficulties my grandson, formerly grand daughter, has had to face in changing his gender identity.  I applaud the Department for going forward with the proposed Bill and guidance policies, which should produce a more equal educational opportunity for all Virginia's school children, especially including those who question or change their gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89240", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89240\nTitle: opposed - stop the madness\nBody:\nThe model requires more than the legislation does to the point that if implemented it will transgress on the rights of other students, parents, and even school staff.  It should be revised to do what the law requires and no more.  It is one thing to reinforce things like compliance with existing non-discrimination laws but to require school staff to use pronouns that are contrary to sex assigned at birth (and really at conception as we know from science) is to force them to lie.  And when the teachers are required to lie about one truth then where will the line be drawn?  Our schools must teach truth (and truth is immutable or it isn't truth) or we will become like the dystopian societies that we read about only in fiction.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89241", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89241\nTitle: Support the transgender student policies\nBody:\nIt is essential that children be able to learn without suffering discrimination or harassment. These policies will promote that critical goal. A recent study found that over 70% of gay or transgender kids received threats because of their identity; schools have a moral and legal obligation to protect their students from this kind of harassment at school. These policies are necessary. These policies lay out how schools can prevent gender-based harassment or address it effectively to support and protect students if harassment occurs. These policies will help transgender students feel safe and respected at school, which is necessary for them to have equal access to education.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89242", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89242\nTitle: Don’t approve\nBody:\nI do not approve of this! Parents need to be advised and involved.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89243", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89243\nTitle: Strongly appose\nBody:\nChildren are children, some still need support outside to ensure their safety, when adults they can decide.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89244", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89244\nTitle: oppose Model Policies for the Treatment of Transgender Students in Virginia's Public Schools\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89245", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89245\nTitle: Transgender policy document\nBody:\nStrongly oppose adoption of these policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89246", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89246\nTitle: OPPOSE strongly the VDOE proposed policies re: transgender\nBody:\nI oppose the alleged need for new VDOE policies regarding so-called transgender children.  They are CHILDREN, who do not have the maturity to determine that they \"belong to another sex\" other than the one they physically have. My reasons for opposing these proposed policy changes have been clearly articulated by many others who have responded.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89248", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89248\nTitle: Oppose\nBody:\nDear Legislature, I would like to request that the legislature oppose the proposed Virginia Department of Education’s (VDOE) draft model policies for the treatment of transgender students .  While I certainly appreciate the difficulties of students facing gender dysphoria the proposed policies are not fair to their teachers & fellow students nor to them. Students at this age are wont to change their minds (which is fair & normal) so teachers would readily find themselves unfairly charged with harassment on any given day. With respect to their fellow students, it is entirely inappropriate to be introducing this to the majority of students who will not suffer from gender dysphoria as a state wide mandate.  Most students are not concerned with nor interested in these matters and to introduce this to them is wrong at young ages.  I have known many students to be overwhelmed by the information at young ages and labeled as something they are not if they do not \"check the box\" as something once introduced. The proposed agenda is far ahead of the AMA standards for natural development and introduction of these issues.  Especially given that parents are not required to be informed first. Students who have wrestled with gender dysphoria have been violated by this type of well intentioned proposal.  Being too young to fully know their minds and bodies they have felt encouraged and emboldened by their academic institutions and have made dramatic decisions at impressionable ages to their disappointment & despair at adulthood.  If we tell our youth that their minds are not fully developed enough to handle drugs and alcohol until age 25 (see all VA Drivers Ed requirements) then why would we encourage them to take hormones and consider transitioning at such young ages?  We frown upon them drinking milk with hormones!? Finally, this challenges Women's Rights.  The transgender movement violates Title IX.  The definition of “Gender identity” is completely subjective to each person claiming it, hence it cannot possibly be known by anyone except that person. Since it cannot be tested or ascertained by any objective method, nothing could prevent any student from constantly “changing” their “gender identity” to exploit many situations including athletics.  Scientific data has found and worldwide athletic organizations have concluded that no amount of hormone therapy evens the playing field for a male athlete who identifies as a female.  The Economist published articles throughout the Fall of 2020 to this effect, most recently: Liberalism and its contradictions (10/24/2020.)  \"Ending discrimination against one group of people should not depend on discriminating against another.\"  Look no further than states that have passed these initiatives and note the rate at which female athletic records have been claimed by male athletes identifying as women.  Our eldest daughter chases a 20 year track record at her high school that would undoubtedly be claimed by a mediocre male athlete within the year of this decision.  It is already frustrating enough to train with male athletes much less compete against them.  What are we telling our female athletes?  We will lose them. Please be very careful with our youth.  There are a myriad of ways to help ALL of our youth navigate the difficulties of coming of age, this proposal is not one of them. Jennifer Glade Alexandria, VA\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89249", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89249\nTitle: Protect Parent and children's rights\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89251", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89251\nTitle: Oppose\nBody:\nThese policies are deeply harmful to children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89252", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89252\nTitle: Oppose As Being Clearly Unconstitutional on Several Fronts\nBody:\nThis proposal is beyond misguided, because it is inherently unconstitutional on a number of grounds.  Hence, it will result in an unsuccessful and wasteful struggle within court systems, which should be utilized for real issues, not agenda-driven and hypothetical issues. It would violate and interfere with : [1] parental rights in raising and educating children on innate matters pertaining to sexuality and sexual identity; [2] the privacy rights of parents in implementing [1]; [3] the privacy rights of the children themselves in their self-awareness of their sexual identities; [4] the privacy rights of children in avoiding exposure to members of the opposite sex while undressed; [5] the rights of children to be educated solely in matters that pertain to academic matters, which exclude hypothetical matters about which there is a huge amount of academic disagreement and which is contrary to the teachings of most of the mainstream religions within the USA; and [6] it would expose children to concepts and theories about which they unequipped to fairly apply mature examination and assessment.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89253", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89253\nTitle: STRONGLY OPPOSED, protect parental rights! Protect chilren!\nBody:\nthis goes totally against parental rights and children well being. protect children innocence Opposed completely\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89255", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89255\nTitle: Support\nBody:\nTransgender students deserve to be safe and supported in school. Thank you for considering policies aimed at ensuring the safety and support of these students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89257", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89257\nTitle: No to Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nBody:\nI oppose the “Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools.” I do not condone discrimination against transgender students, but I oppose any accommodation for these students that violates the right of privacy of all other students and discriminates against all students by forcing them to follow arbitrary rules that cannot be reasonably enforced. These rules force most students to give up their right of privacy, especially where the use of bathrooms, gym locker rooms and showers are concerned. Biological differences between male and female persons are scientifically undeniable. Boys who think they are transgender or female cannot be allowed to use girls facilities and conversely, girls who think they are transgender or male cannot be allowed to use boys facilities. Adolescents are impressionable and sensitive about their identity. Forcing them to accept transgender behavior and putting them in embarrassing situations that violate their privacy will cause confusion and psychological trauma. Teachers and school administrators should not be trying to enforce arbitrary rules that distract from their primary responsibilities to educate. Parents are responsible for raising their children to deal with societal situations. School personnel must not usurp the parents’ responsibilities. Students and parents risk being harassed, humiliated and punished because they uphold the universal truths of natural law recognized by the overwhelming majority of people in the world which recognize the fundamental differences between boys and girls, men and women. Biological differences are not arbitrary, they are a scientific fact. Anyone who thinks they are of a sex different from the one evidenced by their DNA and physical attributes need compassionate medical and emotional help to deal with their situation, not arbitrary rules forcing others to accept their situation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89258", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89258\nTitle: I STRONGLY OPPOSE!!\nBody:\nThis new found \"law\" is ridiculous! This is going against the idea of free will. And unconstitutional. The fact of the matter is, the school board is forcing a new code, against the children and the parent's of the children. 1] parents can't raise their children. It should not concern the school how to raise other people's children. The school should concerns themselves with the subjects of school (math, science, history) the overall academic performance of the student. 2] The negligence of the school to not inform the parents of the student?! That's absurd, the parents should be the first to be informed. That's a stab in the back to parent's. How is the child suppose to form a healthy relationship with the parent, if the school is interfering? Overall the idea to introduce such atrocity is beyond comprehension. And the plan to put such idea into motion is not justifiable. The school has no right to invoke themselves into an delicate issue that shouldn't be there problem. Don't concern yourself with something that is not your problem.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89259", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89259\nTitle: transgender\nBody:\nStrongly oppose\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89260", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89260\nTitle: Practices for trans students\nBody:\nOppose, there has to be a better way to protect trans students and non-trans students at the same time. Gender surgeries should only be for adults. Young children are still developing sense of self, please do not place this conversation on five year olds. More trauma could come from this.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89261", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89261\nTitle: VDOE Guidance Document on Transgender Policy\nBody:\nI strongly oppose any effort by government, locally or nationally, to implement \"teaching\" or  establishing any guidance policies regarding the transgender ideology. Stop taking the primary role of teaching away from parents and grandparents, most especially when it comes to subjects of morality, of which sexuality falls under. NOT YOUR JOB!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89263", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89263\nTitle: This is a violation. There are other ways to help kids with gender dysphoria.\nBody:\nThis only damages children and their relationship with their parents, while violating the rights of parents. There are other ways to help kids with gender dysphoria.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89264", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89264\nTitle: Strongly opposed\nBody:\nStrongly Opposed. Parents raise and educate their children, not the state.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89265", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89265\nTitle: This is absurd. Totally against this transgender education\nBody:\nThere are two sexes and genders as defined by science at birth. As much as wacky liberals may want to change who they are sexually, they cannot. You are either male or female. You can’t switch. You can’t chose. It is what it is. So quit messing with kids.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89266", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89266\nTitle: Strongly Oppose\nBody:\nAs a 39 year public school teacher, I cannot imagine the damage these proposed guidelines will do to the Virginia Public Schools. Private schools will become the norm if these are passed, and staffing for public schools will be difficult to find. This is NOT the way to protect transgender people, it is giving all power to those that may identify one way one day and change the next. One part of these guidelines, in particular, appalls me. It is that male and female locker rooms can be invaded by the opposite biological sex on a whim. I do not approve of these proposed guidelines based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children.  Please do not approve.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89267", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89267\nTitle: (HB 145 and SB 161).\nBody:\nregulations infringe the First Amendment rights of parents to raise and care for their children\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89268", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89268\nTitle: treatment of transgender students in VA public schools\nBody:\nSaddened and outraged by this proposal\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89270", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89270\nTitle: Transgender Policies\nBody:\nI strongly disagree with this policy which is another example of the destruction of the family unit and values in this country brought on by socialists who disguise their agenda by calling themselves progressives. If you have a penis you use the boys restroom and the boys locker room. If you have vagina you use the girls restroom and girls locker room.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89274", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89274\nTitle: strongly oppose, this is insane\nBody:\nI cannot believe sane people would put such a proposal onto our children at school.  Little girls may be scarred for life if a boy comes into their restroom and molests them or more. Parents know more about their children than teachers could ever know and should be aware of what is happening to their children by an overzealous teacher.  I know a boy who refused to wrestle against a girl because he knows better on how to treat girls with respect. Another friend's daughter cannot get an athletic scholarship to college because a boy claiming to be a girl has won all the races.  What has happened to Title 9 that we all fought so hard to get? In my own family, a boy raging with male hormones, then decided he was a girl, no, now he's a boy again, but the latest report was that he's not sure.  His mental and emotional change in development is driving him crazy. This is a cruel and torturous way to treat our children.  Stop it now.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89275", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89275\nTitle: Oppose transgender policies proposed by the Virginia Department of Education\nBody:\nWhat happened to \"my body, my choice\", a slogan pushed by the liberal party?  \"Choice\" implies consent and of free will.  These policies are nothing but propagandas imposing on young children who don't even have a chance of exploring and learning as part of growing up.  They are deprived of the childhood that every children should have.  Remember the phrase \"teaching appropriate content at appropriate age\"?  How is it that pre-puberty children should even be forced to learn about transgender materials?  Girls don't even know about menstruation & its role in the productive system.  Yet, they are supposed to learn that they may want to have a sex change?  This is how the human race actively participates in choreographing its own demise.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89276", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89276\nTitle: Fully support policies to support LGBT+ students\nBody:\nAll students deserve to learn in an inclusive, safe environment.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89279", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89279\nTitle: OPPOSED to VDOE Proposed Transgender Guidelines\nBody:\nWhile I fully agree that any student should be treated respectfully, I absolutely do not approve of these proposed guidelines! They are a state overreach of power based on radical, unscientific theories that seek to eradicate all distinctions between male and female and treat our school-aged children as social experiments in sexuality. Rather than making children feel safe, these policies create chaos and confusion in the hearts and minds of children where none existed before. Additionally, these guidelines especially endanger girls, making them subject to possible abuse and/or harassment in bathrooms, locker rooms, etc., and also subject to biological inequities in sports competitions. Furthermore, the family is the most foundational and fundamental unit in society, and these policies only serve to destroy that family unit by undermining parental authority and involvement in their children’s lives. Unquestionably, the vast majority of parents love and care more about their own children than the state or anyone else ever will. What automatically qualifies the state to be more loving/caring/responsible in handling these crucial, life-altering matters than the parents themselves? This usurping of parental authority by the state sets a dangerous precedent for the abuse of public power in other arenas as well.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89281", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89281\nTitle: Strongly in favor of policies that protect the rights of transgender children\nBody:\nTransgender children face so many challenges. We owe it to them, and to all our children, to do anything we can do to make their public school experience a safe and positive one.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89285", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89285\nTitle: Trabs Use of Rest Rooms and Locker Rooms\nBody:\nI do not believe this is a  properly thought out set of policy instructions.  I recognize that transgender persons should be given the same rights as anyone else, but mixing people with different sexual organs in common places would be at the least very emotionally upsetting, and at the worst, possibly an occasion for violence against trans people.  In recent years many public buildings have added a third restroom, usually labeled \"Family\", but these also afford a way for trans people to use facilities without danger or discomfiting others.  I think we need this accommodation for sports and other facilities that may have male and female facilities.   Much safer and less disturbing for all. but\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89286", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89286\nTitle: As a concerned uncle I strongly oppose this! This is an absolute blatant infringement of our rights!\nBody:\nAs a concerned uncle I strongly oppose this! This is an absolute blatant infringement of our rights!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89287", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89287\nTitle: Strongly Support!!!  All Kids Deserve to Feel Safe and That They Belong at School.\nBody:\nAll children deserve to feel safe and that they belong at school regardless of their identity (gender, race, religion or otherwise).  Our government has the obligation to provide all children an equitable education.  No child should be made to feel unsafe or unwelcome simply because of their identity. I am not transgender, nor are my school-age children or other members of my family.  However, this issue is deeply personal to me as a person who cares about others and believes in the ideals of our state and country that all people should be treated equal. Our government has an obligation to protect and educate ALL children, not just those whose gender identity conforms with some Virginians concepts of what is \"normal.\"  No human being is harmed by another human being living as their true self. I urge you not only to ratify and release this Guidance Document but to make it abundantly clear that hate has no home in Virginia.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89288", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89288\nTitle: Strongly oppose several key provisions\nBody:\nAs both a father of school aged children and a licensed clinical psychologist, I am horrified at the lack of privacy protections for cisgender individuals, as well as, the assertation that schools should be encouraged to actively intrude into family dynamics by affirming identities within children, which are opposed the guidance of parents. I agree with the need to continue to work to eliminate open hostility toward transgender individuals and affirm their ability to participant in all non-gender-specific activities (e.g. chorus). However, that a transgender individual with male anatomy would have the right, without being questioned/challenged to share the same undressing and showering space as my daughters some day seems like an outrageous intrusion on her privacy. This may be one of the more obvious difficulties with this guidance; however, there are several similar concerns. Additionally, the routine affirmation of the unsolidified identities can be very destructive to proper maturation and have extremely detrimental long-term impacts on youth. I think the very delicate/complicated work of identity exploration and solidification needs to be done in dialogue with the parents, with the assistance of experts as needed.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89289", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89289\nTitle: Transgender School Policy\nBody:\nAs a concerned citizen, parent, grandparent, I oppose in the Strongest terms possible-this is horrible policy.  It is NOT up to our schools to enforce the politically correct agenda of the moment.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89290", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89290\nTitle: Oppose these dangerous policy changes\nBody:\nI do not approve of their proposed guidelines based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children. Some of the dangers are: Failure to use a student’s new “preferred pronouns” – which can change from day to day and even defy basic rules of grammar (“ze/hir/hirs”, “they/them/their”) – would be “harassment” and “discrimination”, for which both faculty and students would be subject to disciplinary action. Schools will be permitted to help a student explore, facilitate and make decisions regarding their gender expression of sexual identity while at school, without a parent even knowing! The definition of “Gender identity” is completely subjective to each person claiming it, hence it cannot possibly be known by anyone except that person. Since it cannot be tested or ascertained by any objective method, nothing could prevent any student from constantly “changing” their “gender identity” to exploit many situations. Parents who encourage their children to embrace their God-given sex would be at risk of being reported for child abuse or neglect by the school. Students will be allowed to claim to be either a biological male or female (or both, neither, or something else entirely) for any duration of time, without providing any evidence to a teacher or administrator, making it impossible for teachers to comply with these policies. Schools would be prohibited from notifying parents if a biological male is using the same changing facility as their daughter that was designated for girls. All students will be allowed to use any bathroom or locker room they choose, without being questioned by any school administrator or faculty, eliminating privacy and safety of students in states of undress. The requirements for schools to maintain gender-neutral dress code standards will cause disruptions and distractions, permitting boys to wear skirts and girls to go topless in activities where boys can – such as swimming activities or teams. Parents will not be notified that their child is being interrogated by school officials for allegedly violating these policies, or have the opportunity to intervene on their child’s behalf, UNLESS the complaints are not resolved “at the school level.” The policies provide absolutely no exceptions or accommodations for a student or teacher whose religious faith, conscience, or understanding of biology and sociology prevents them from being able to go along with the “transgender” ideology and policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89291", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89291\nTitle: No to transgender regulations proposed by Va. Dept. of Education!!!\nBody:\nThis is highly dangerous to allow students of opposite sex using each other's bathroom or locker rooms.  No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex! This generation is sexually active at a very young age.  Do you realize this will invite all kinds of sexual assaults?  It is very dangerous!  You have extremely advanced, mature kids and the innocent ones will loose out on this!  This will be a hot bed for assaults, and lawsuits!!  Don't do it!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88539", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88539\nTitle: I strongly oppose. Confused children need time to grow up& understand more before adults condone.\nBody:\nThis legislation is totally pushed by an anti-family, anti-religious agenda. It's forcing teachers and schools, despite personal beliefs to support a radical, destructive idea that is not based in reality, science or anything reasonable, but is simply a rebellious teenage cry for attention. As a teacher and parent, the children that I have seen attempt to be gay, are only seeking the approval of peers and to be rebellious to the normal order of things. The children I've known who have pretended they were gay, have been redirected by parents to reality and returned to affirming the sex they are at birth, and in reality, always should be. Gay life is caused by abuse, not heredity, and should not have to be accommodated by teachers. In my younger days, children sought attention by growing long hair, the way to get attention now is by pretending to be gay or transgender. It is not a good life, gays die younger than the normal population, and the only transgender person I know was in prison, long term. Do not make schools support this aberrant behavior. They have plenty to do teaching and do not need this aggravation and all the problems it will cause.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88540", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88540\nTitle: None of this is in the best interest of children.\nBody:\nOur school recognizes the parents responsibility until it comes to “gender”. Nothing should happen at school that the parents don’t know about. It is ridiculous to me that my child might be confused and feeling alone and the school wouldn’t be obligated to let me know.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88541", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88541\nTitle: Do not support this policy\nBody:\nI do not support this policy\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88542", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88542\nTitle: Parents are the primary teachers\nBody:\nI do not approve of this and its anti parent, anti teacher\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88543", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88543\nTitle: support\nBody:\nI strongly support the draft guidance provided by the VDOE.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88544", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88544\nTitle: VDOE Proposed Public School Transgender Policies\nBody:\nI strongly oppose the guidelines proposed by the Virginia Department of Education.  These guidelines are based on the fundamentally flawed assumption that feelings trump the facts of DNA. These guidelines are simply and attempt to codify ultra-progressive dogma and use public education as its indoctrination tool.  The percentage of children legitimately experiencing gender dysphoria is incredibly low, less than 2%. To subject over 98% of a student population and their staff, teachers, and administrators to the rules proposed is a severe trampling of freedom, to say nothing of setting up educational authorities as the ultimate authority over that of parents responsible for the raising of their children. These rules will ensure that school systems will spend scarce time and resources on a radical social engineering concept that will adversely affect the actual learning that needs to take place in our public schools. I would not send my children to a public school where these rules were in place, nor would I teach in one of them. This is all bad social science run amok and further erode support of public education. Our public schools have an enormous challenge on their hands catching up with the effects of Covid-19 on the education of this generation and should have these added burdens laid on them.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88545", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88545\nTitle: Transgender Rules, model policies - oppose\nBody:\nI oppose the proposed rules since it removes parents from being involved in the decision process.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88546", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88546\nTitle: Long overdue, 100% support - this is suicide prevention\nBody:\nTransgender youth are at extremely high risk for suicide and studies show that increased social acceptance lowers that risk. This is the least school systems can do to protect a very vulnerable population. Support 100% from this Church Hill resident.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88547", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88547\nTitle: Do Not Support.\nBody:\nDo Not Support this policy!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88548", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88548\nTitle: Fully support\nBody:\nI fully support this!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88549", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88549\nTitle: We Do Not support these policies\nBody:\nPlease! My family does NOT approve these proposed guidelines, based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children. It is an attack on our Rights, our conscience, our Fundamental beliefs.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88550", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88550\nTitle: Protect transgender students!\nBody:\nProtect transgender students!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88551", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88551\nTitle: Do not support taking away parental guidance\nBody:\nI strongly oppose this policy for several reasons.  One: it prevents parents from being parents to guide and advice and support and encourage their children if they are kept unaware of their in-school behavior and decisions.  Keeping parents uninformed of what and when sexual or gender material is taught and conversations are had only creates further discomfort for children to discuss personal desires with their parents.  Second: it prevents students from being allowed to voice discomfort if they are opposed to sharing dressing rooms, bathrooms, etc.  In an era where we are trying to give children voices over their bodies, these policies take away their voice and teach children that their comfort is less important than others.  I agree we need to prevent suicide, but taking away the voice of children and parents to be speak up for themselves is not the way.  Please I urge you do not continue with these policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88552", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88552\nTitle: Parents are the primary educators\nBody:\nThese \"guidelines\" usurp parental authority and suppress dissent.  The proposed regs allow the schools to both keep parents in the dark AND report them to CPS if they are not deemed sufficiently supportive. Additionally, it compels speech and belief from other students, who are forced to participate/indulge in an individual's alternate reality. This is an ill-conceived setup of a legal minefield for schools, teachers, parents, and students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88553", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88553\nTitle: I strongly disagree with  this policy!\nBody:\nI do not agree with this policy and it goes against  a lot of people's  religious values and beliefs.  No teacher or student should have this ridiculous  policy forced on them . Seems as if other people's  rights are not important at all!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88555", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88555\nTitle: I strongly disagree with  this policy!\nBody:\nI don't  agree with  this policy at all. It goes against  a lot of people's  religious beliefs  and it should not be  forced on anyone.  Does anyone  else's  rights  matter  at all or just the transgenders? Easy to see the answer to that question!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88556", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88556\nTitle: Opposed: Unnecessary and unintended consequences\nBody:\nWhile I fully support providing a safe and secure environment for all children to learn, these policies will not achieve that goal. The state should trust parents, teachers, and communities to provide a safe and secure environment.  As a born and raised Virginian, Virginia public schools have done so successfully for years. These policies are unnecessary and will result in confusing and complex rules and prevent parents and educators of caring for children.  These rules, while intended to protect a few, will have unintended consequences and be harmful to Virginia students and educators. These policies are an overreach and will result in a violation of teachers and students religious rights.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88557", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88557\nTitle: I strongly disagree with this policy\nBody:\nParents are the primary educators for their children. These policies will create further confusion for everyone\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88558", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88558\nTitle: I strongly oppose\nBody:\nI do not approve of these proposed guidelines which are based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children. The worst thing about this is that young children are so malleable and easily misled by the latest trend (think about how the skinny model trend caused many young girls to starve themselves, sometimes to death). And this latest \"fad\" will do irreparable damage. To change one's gender at a young age when they aren't even yet fully aware of sexuality will damage them forever.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88559", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88559\nTitle: RE: VDOE draft model policies for the treatment of transgender\nBody:\nIf you want to end the public school system, this kind of regulation and government overstepping behavior WILL end in parents pulling MANY students out of the public school system. So please continue your trajectory. The corrupt unionized indoctrination system needs to be defunded and dismantled.  This type of policy will ensure that it will not take too long.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88560", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88560\nTitle: Trans Rights are Human Rights\nBody:\nI have several trans family members, including a child who attends school in VA that I love with all my heart. I am glad this policy exists to protect her throughout her education.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88561", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88561\nTitle: We Strongly Disagree\nBody:\nWe do not approve of the proposed guidelines from the VDOE. Our rationale is based on the theory mitigating the scientific distinctions between male and female (XY and XX Chromosomes respectively) school children. Follow the science and rescind this radical ideology.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88562", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88562\nTitle: Strongly disagree\nBody:\nI am absolutely opposed to this.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88563", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88563\nTitle: VDOE policy proposal\nBody:\nThe Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools contains content which will increase problems identified in the document rather than decrease those problems. According to the document, the key guiding principle of the model policies is that all children have a right to learn, free from discrimination and harassment. The policies identified in the document do not increase this right for all children but do decrease for some children. House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, required the model include \"evidence-based best practices\". The following sections contain no evidence that this model will support the key guiding principle: Student Privacy/Confidentiality, School Records, Dress Code, Access to Activities and Facilities. The one section with evidence does not indicate this model will increase the key guiding principle but will only \"lower\" self harm behavior. If enacted, this model will increase discrimination and harassment of groups of students. No evidence was presented that this model lowers discrimination and harassment for all students or increases the right to learn by all students. Before adopting this model, VDOE is encouraged to evaluate how this model will affect some students negatively.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88564", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88564\nTitle: Strongly Oppose\nBody:\nThis Model Policy creates risk for targeted religious discrimination against people of faith and people who because of their firmly held religious beliefs cannot comply with the mandated use of gender preference pronouns.  This sets schools up for lawsuits. This Model Policy normalizes and mainstreams gender dysphoria in the name of political correctness.  Peer reviewed studies show that children at this age are very susceptible to peer pressure and to taking on the struggles of their peers including in the area of gender dysphoria.  (This article is an excellent example: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0202330 ).  School should be a place of structure and learning -- free from politically driven distractions -- not a place for questioning or exploring gender identity.  This policy was crafted to broadcast political correctness and not to work for any child's best interest.   Everyone agrees children should have a caring and kind school experience, but creating that type of environment is not what this policy was designed to do.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88565", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88565\nTitle: Fully Support\nBody:\nI am in full support of these model policies. Every student absolutely deserves a safe, supportive learning environment, and to be treated with respect and dignity; accommodations for transgender and gender-expansive students are long overdue. I know of a number of people who would have benefited from such policies existing when I was growing up in Fairfax Co public schools. I’m saddened, though not very surprised, to see abounding ignorance and intolerance in the dissenting comments. People need to stop trying to use “science” (or rather, their gross misunderstanding of what it actually tells us) to justify their transphobia.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88566", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88566\nTitle: Support\nBody:\nI support the guidance and believe Virginia should be a model for inclusivity and support for all students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88567", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88567\nTitle: New  VDOE Policy puts children and taxpayer dollars at risk\nBody:\nThis proposed policy is heavy on ideology and light on common sense. School districts will be exposed to massive amounts of litigation from the foreseeable consequences of this policy as well as the unintended consequences. Regardless of your feelings on the issue, responsible legislators must protect the Commonwealth and its school districts from liability and be good stewards of taxpayer dollars and respectors of parental rights to make decisions for their minor children. Do not be confused by the demands of an incredibly well-funded minority who seek to eradicate those who disagree with their agenda. This heavy-handed policy does not meet the needs nor conform to the vision of Virginia held by the majority of taxpayers. This is not the Virginia way.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88568", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88568\nTitle: SEVERE ISSUES WITH PROPOSED CHANGES\nBody:\nThese proposed changes are absolute INSANITY and while trying to be \"inclusive\" is actually incredibly discriminatory to the MAJORITY of kids in school and is taking advantage of a non-fully developed mind by indoctrinating them into a \"new normal\" with absolutely no scientific or logical backing! This is the type of action taken under a totalitarian organization.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88569", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88569\nTitle: Joy not agenda\nBody:\nJoy not agenda!  Love of teaching & love of all children!  Where did we go so wrong? I remember the joy my awkward but joyful son showed the first time he entered Glebe School.  I remember Mrs. Mountain who loved all the students & showed her love every day by her joy!  She did not have an agenda!  Unless you regard the desire to want All of her children to thrive.  She was kind & showed her joy & expertise to all children & included All The parents in every phase of their child's life. She knew, as we all did at that time, adult issues should remain adult issues until a child is able to understand those complicated issues. Teachers protected their children from harm both physically & mentally.  Parents & teachers & the Arlington School Board, most of the time, wanted their children to grow up to be well educated & caring individuals. That is their jobs in their individual capacity.   When my son  transferred to Drew SchooI I was amazed.  Every week there was children's choice & parents actively taught on those days.  Teachers had personal conferences with parents keeping parents abreast of every aspect of their child's life.  Parents were not the enemy.  They were the intricate part of their, yes, their child's life!  Mrs. Hu was a big influence on my son's life & I think in all the children 's life.  She was wonderful. Later my son graduated from HB Woodlawn & I think Arlington County Schools, their teachers & their programs, at the time, were a good influence on almost all children.  I am so very proud of my son.  He is a caring, hard working, intelligent individual who with the help of those teachers, is a wonderful man.  Where did lose our way?  Arlington County Schools, behind the parent's back, brought in an individual who addressed Adult issues to a Kindergarten class!  Unbelievable!  Arlington County Schools, want to take away the rights of the parents who bore their children.  They are the ones who remain their children 's guides through life, not the schools. They feed, cloth, educate at home & are their for them in times of joy as well as trouble.  I suppose any law that usurps the parents rights.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88570", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88570\nTitle: Strongly oppose\nBody:\nAs a public school teacher and parent, I strongly oppose these policies. It is not the school’s place to guide a student through a gender identity process.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88571", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88571\nTitle: Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nBody:\nSTRONGLY OPPOSE.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88572", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88572\nTitle: Strongly Oppose.\nBody:\nStrongly Oppose.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88573", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88573\nTitle: Strongly Support\nBody:\nEach time you go to the bathroom, do you have to consider which bathroom to use, walk out of the bathroom because somebody is in a stall, wonder if you will be victimized while in the bathroom, or simply decide you should hold it in until you are in a safe environment to go do your \"business?\" That is what goes through my daughter's mind any time she has to use a bathroom outside our home. Until our society is ready to accept All Gender Bathrooms, trans people need access to bathrooms that align with their gender identity. The statistics do not support a notion that it is safer for everyone for individuals to use the bathroom that aligns with their assigned gender at birth. Now that you have considered using the bathroom, which is a minuscule part of your day, do you expend any energy avoiding aggression, perceived and real, as you perform your job or join an activity outside your home? My daughter has been chased in her vehicle; her former co-workers liked to remind her that she would be an ugly woman; strangers feel the need to ask personal questions about her anatomy and her healthcare. Imagine every day is groundhog day and you worry about the bathroom, about embarrassing comments and intrusive questions, about whether or not today will be the day when an acquaintance or random stranger will finally commit an act of violence against her. My daughter does not want special treatment. She wants the same protections that cisgender folks enjoy. She quit her part-time job because the small business where she worked advised her to \"ignore the haters.\" Instead of contributing to society, our daughter is now completing her studies online, cannot find a job, and constantly wonders if it will ever be OK to be her true self outside the safety of our home. There are so many incorrect assumptions about transgenderism: Our daughter comes from an intact home, where neither drugs nor alcohol is abused. Our daughter was not physically or mentally abused. Our daughter tried to \"fix\" herself for years, until the burden was too great and she surrendered to what she knows is true - her body does not match her personhood. Live and let live, please, my daughter's life depends on it.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88574", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88574\nTitle: Strongly oppose\nBody:\nI can't believe we are even talking about this.  The State wants to have control over our kids and subvert God-given parental rights which is wrong.  God made a Man and a Woman with a penis and a vagina for a reason!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88576", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88576\nTitle: We are not stupid\nBody:\nYou draft policies for the treatment of \"transgender students\" are are completely ridiculous. Psychologist tell us that this is a form of child abuse of these sexually confused children. Moreover, your attempt to control the free speech and common sense of the rest of the students is tyrannical, and abuse of their rights and the rights of their parents.  Were parents or students even consulted on this? Do they want this? NO!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88575", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88575\nTitle: STRONGLY SUPPORT\nBody:\nOf course I support this. Lives will literally be saved by providing a safe environment for kids who clearly hear enough bigotry and hate at home, if all the scarecrows and tin men on this board are any indication. Signed, A person with a brain AND a heart\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88577", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88577\nTitle: Draft Model Policies\nBody:\nRE:\"Draft Model Policies of the Treatment of Transgender Students\"  We are very concerned for our children and grandchildren who live in our area and for those living throughout our state. For the sake of  those children who  identify as transgender, I cannot endorse many of the guildelines proposed in the \"Draft Policies\" and \"Recommended Standard.\"  Both of these, based on radical social theories, eradicate valuable distinctions between male and female (1)(2)(3)(..and more), remove parents' protections for their own kids through reducing/denying communication to parents (4)(7)(8)(9), place undue burden on teachers and administrators, (5)(6) and try to remake basic social constructs that have been foundational building blocks of stable civilizations for millennia. We have strong religious foundational beliefs, a freedom granted by our constitution. Just as  we have always valued and worked to protect race and ethiniciy,  a sacred trust given by God, so too have we worked to value and protect sex/gender -also given by God and is sacred. Many of these draft  policies not only erode the sacredness of an individual's sexuality, they go far beyond paving the way for ample opportunity to penalize those who do value it as an innate, biological reality and sacred. (10) It is not a small minority that we represent- but a very large portion of our state. To ignore our concerns is to ignore this population and literally overrule any representation or our concerns- simply because the current state legislation has a slim power margin. This is not the Virginia that we used to have whereby all had a voice to be heard and considered- not just a political power struggle. Thank you for hearing our concerns. (1) \"Access to facilities such as restrooms and locker rooms that correspond to a student's gender identity shall be available to all students.\" (Draft Policy, p.18) (2) \"School staff should not confront students about their gender identity upon entry into the restroom.\" (Recommended Standard, p.18) (3) \"Students have a right to dress in a manner consistent with their gender identity or gender expression. Schools shall administer and enforce dress and grooming codes consistently across the student body, regardless of actual or perceived gender identity or gender expression.  Requirements for attire for school-related programs, activities, and events shall be gender-neutral.\" (Draft Policy, p.16) (4) \"School divisions will need to consider the health and safety of the student in situations where students may not want their parents to know about their transgender status ... There are no regulations requiring school staff to notify a parent or guardian of a student's request to affirm their gender identity...\" (Recommended Standard, p.12) (5) \"A student is considered transgender if, at school, the student consistently asserts a gender identity different from the sex assigned at birth... it does not necessarily require any substantiating evidence nor any required minimum duration of expressed gender identity ...\" (Recommended Standard, p.12) (6) \"Schools shall allow students to assert a name and gender pronouns that reflect their gender identity without any substantiating evidence.\" (Draft Policy, p.13) (7) \"In addition to adhering to all legal standards of confidentiality, school personnel shall treat information relating to a student's transgender status as being particularly sensitive, shall not disclose it to other students and parents, and shall only disclose to other school personnel with a legitimate educational interest.\" (Draft Policy, p.12) (8) \"Any incident or complaint of discrimination, harassment, or bullying shall be given prompt attention, including investigating the incident and taking appropriate corrective action, by the school administrator. ...The [School Division's Designated Contact] shall be available to hear concerns from students or parents when complaints are not resolved at the school level.\" (Draft Policy, p.10)  -Parents need to be notified AT THE SCHOOL LEVEL if there are allegid infractions to policies, not just if accusations of their child are unresolved at the school level. (9) \"School staff should be prepared to support the safety and welfare of transgender students when their families are not affirming. ... Whenever school personnel suspects or becomes aware that a student is being abused, neglected, or at risk of abuse or neglect by their parent due to their transgender identity, they should report those concerns to Child Protective Services immediately.\" (Recommended Standard, p.13)\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88578", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88578\nTitle: Vote NO!\nBody:\nAre you kidding me? Wake up, Virginia. Stop using my taxpayer money to feed this transgender kid epidemic. I have many teacher friends and every single one tells me they have never seen so many kids actually believe they are the opposite sex. And they are all scared to say anything because of what will happen to them if they do. This used to be a rare mental disorder, and now it's everywhere and your teachers are scared about what is going on with their students and what will happen to them if they express valid concerns. Don't you know that after a few years, these kids end up realizing they are going through an identity crisis. Just google \"detransitioner\" and read about what happens to these kids when they grow up. https://www.feministcurrent.com/2020/01/09/detransitioners-are-living-proof-the-practices-surrounding-trans-kids-need-be-questioned/\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88579", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88579\nTitle: TAP VA is in full support\nBody:\nTrans rights are human rights. Virginia schools should provide transgender and non-binary youth a safe environment in which to learn that allows them to live their authentic lives.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88580", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88580\nTitle: STRONGLY DISAGREE\nBody:\nSTRONGLY OPPOSE!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88581", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88581\nTitle: STRONGLY disagree!!! Protect children from the political chess game.\nBody:\nAs a parent and medical professional, I strongly disagree with children changing their gender association on a daily basis...it’s not even healthy for their psyche. Remove children from the political chess game.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88582", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88582\nTitle: Completely oppose!\nBody:\nI strongly oppose these proposed policies for our public schools for the following reasons: 1) Science is about learning from what nature reveals to us. We can't impose on nature our ideas of what it should be. 2) The human body reveals to us its masculinity or femininity. We can't impose on our bodies our idea of what it should be. 3) The proposed policy changes would effectively ban thinking about the human body according to #1 and #2. 4) For many people, this is also a moral an faith-based issue, and to implement the proposed policies would be to say, \"If you disagree with our point of view (read: our beliefs), you will be penalized.\" This is tantamount to religious discrimination, and is unacceptable. 5) It is better to affirm the natural masculinity or femininity of a particular person, rather than to affirm the idea that something is wrong with the way his/her body is.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88583", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88583\nTitle: Strongly support these protections for trans students\nBody:\nThese guidance provide a way forward to ensuring all students have a safe and equitable opportunity to learn and grow to become valuable members of society. Trans students need extra protections and support due to the biases and misunderstandings many hold. Thank you for creating the guidance document and I strongly support its passing.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88584", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88584\nTitle: Use of legal/deadnames\nBody:\nPlease consider a new policy on the use of Dead names (names used prior to transitioning/ legal names/ birth certificate names) instead of preferred names on anything public in k-12 schools. There is no legal reason to use someone's dead name on school documents and doing so can reveal the fact that they are transgender/non binary whether they want it known or not. Getting a legal name change for a minor in Virginia can still be a difficult process depending on circumstances. Using someone's preferred name in school databases and on documents like report cards and progress reports would go a long way in schools being inclusive and helping kids protect their own privacy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88585", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88585\nTitle: In Strong Support of This Guidance\nBody:\nAs a teacher and parent, I strongly support any VDOE guidance that supports the mental health and basic rights of gender expansive students.  Thank you to VDOE for providing this important document to school boards across Virginia.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88586", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88586\nTitle: Treatment of Transgender\nBody:\nTransgender is a mental disorder and these people should be seeking professional help. So instead of helping them you want to make sure that a girl/women can never win another event (the entire purpose of having a boy team and girl team is to give girls a chance to win as science dictates that boys are physically stronger and faster than girls). Also you are now going to make it unsafe for girls in locker rooms and showers, by letting a boy who can say any day that he fells like a girl. you are putting girls at risk and are taking the chance of ruining a young girls life by ensuring the chance that they will be abused. This madness has to stop. I bet you don't let boys in the same bath or shower as your daughter. lets put your daughter in the boys locker room first, then if that works out, lets talk. oh that's right, your daughter will be in private protected school!....get the mental kids help and stop trying to attack young girls. You are either born with a X or a Y chromosomes, that is the science. Also try to hide from a parent and then turn them in to social services for abuse if they don't think that there own kid is a biological boy or girl. You should be put in jail for even suggesting this. You do not parent my kids. teach them math, reading, and the real HISTORY! Leave the rest to parents, its their kids, not yours! If you want to mess your kids up then that's fine, but leave mine the hell alone.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88587", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88587\nTitle: Strongly oppose\nBody:\nI oppose the changes proposed in this document. Why would the vast majority of people be subject to these unreasonable proposals for the convenience of a tiny fraction of people? On a case by case basis reasonable accommodations can be made for a child who needs them.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88588", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88588\nTitle: INSANITY\nBody:\nTOTAL INSANITY!!! GOD SAVE US\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88589", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88589\nTitle: As someone who works with children I wholeheartedly SUPPORT!\nBody:\nI have worked with children in several capacities over the course of my career. I have years of experience working in Youth Services in both the Virginia Beach Public Library and Norfolk Public Library systems. I now work with children as a Lead Teacher in a private school. Based upon direct experience through my profession and through knowledge I have gained through work trainings and independent research, I wholeheartedly support this guidance. I believe the guidance is incredibly important for the support, health, and well-being of ALL students. While hatred, bigotry and discrimination are the most harmful to their direct victims, everyone is harmed by them in the long run. I believe this guidance is the first in many necessary steps to a future of true peace and happiness for all.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88590", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88590\nTitle: Support\nBody:\nAs a Fairfax County school district parent, I 100% support policies to include and protect transgender students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88591", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88591\nTitle: I disagree\nBody:\nSchools should be for teaching reading, writing, and arithmetic. Parents should be taking care of their childrens' other needs. We have to draw a line somewhere.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88593", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88593\nTitle: This protects no one\nBody:\nGood child safety protects children and those providing childcare. This protects no one and is some of the poorest child safety policy I have ever seen. Far from protecting transgender students these policies will inevitably be weaponized against teachers and other students. The end result will be greater abuse. These policies need to be rejected and new ones drafted up which can actually accomplish the goal of protecting students from bullying and abuse.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88594", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88594\nTitle: Strongly opposed to this draft of policies for transgender student\nBody:\nThese policies will do more damage than good for any student as well as teachers, and parents.  They will cause more discrimination and bullying, they infringe on parental rights, freedom of religion, privacy rights.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88595", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88595\nTitle: NO this is not right\nBody:\nThese guidelines can not be inflicted on 99.9% of the student population. Help the ones who need help but stop pushing this on others and creating more problems.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88596", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88596\nTitle: DO NOT\nBody:\nI highly oppose the model policies.  The model policies read like ones drafted with little consideration other than a biased, one-sided narrative. Since these policies are not evidenced based and ignore studies and accounts (and now legal action) of those who suffered harm and who regret transition, they do not serve students who identify as transgender. The impact on the individuals who identify as the gender to which they were born and those who detransition is completely disregarded. Teachers who validly object face professional discipline. Objecting students face discipline. This is ABSURD that nand teachers who object face disciplinary action!  So Freedom of Speech only for some? Most concerning  is authority given to schools to interfere with and undermine parental prerogative. No one concerned for the welfare of children should champion these \"model\" policies. “School divisions will need to consider the health and safety of the student in situations where students may not want their parents to know about their transgender status … There are no regulations requiring school staff to notify a parent or guardian of a student’s request to affirm their gender identity...” (Recommended Standard, p.12) Parents have the legal right, via the Family Educational Rights and Privacy Act (FERPA, 1974), Public School staff and faculty DO NOT have the legal authority to withhold information and/or knowingly HIDE information from parents. DO NOT approve the recommended standard, p12 as written as it is in violation of parental rights.  legal lawsuits may follow against schools for withholding info . There are SO many problems with these policies that I could continue on.  Do the RIGHT THING and OPPOSE.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88597", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88597\nTitle: Protect Trans Youth\nBody:\nTrans youth are amazing, wonderful, and deserve the same access to education that all youth deserve. This document outlines ways to ensure that trans youth are protected from discrimination and able to access their education like any cisgender student.  I fully support the implementation of anti-discrimination policies and practices into the VA school system. Thank you for including the voices of young people when developing this guidance document. Looking forward to more inclusive spaces for all.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88598", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88598\nTitle: Joy not agenda I  strongly oppose this law!\nBody:\nI wrote previously, but I want to clarify my comment. I strongly oppose this regulation!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88599", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88599\nTitle: Support strongly to save our youth\nBody:\nThe proof is in the pudding. Science and research have confirmed in various sources that following the kinds of guidelines you are proposing helps to support and enrich the lives of trans and gender non conforming children. We must not let willful ignorance and unfounded fears have a real impact on students and families who want their children to grow up in a supportive school environment. We know that trans and gender nonconforming students are in no way some kind of threat to other students. Flat out, ZERO evidence. It is your duty to make sure no pupils are left to suffer the consequences for someone else’s ignorance or “religious” choices. There are many schools in other states that we can look at for precedent that shows this in no way harms cisgendered pupils or their families. No reason to hurt one group when you can pass this proposal and hurt no one.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88600", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88600\nTitle: Strongly disagree\nBody:\nI strongly disagree with this policy because it is another move to completely destroy society. Let's teach children not to bully anyone instead of forcing the concepts of a very small percentage of the population onto the other 99.9 percent. This is a form of reverse bullying. To mandate that my children and the rest of the population condone a concept (LGBTQ) which they believe is not right, is utterly deplorable. This policy is wrong and I pray that our general assembly and VDOE wakes up and sends the message that this is wrong.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88601", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88601\nTitle: STRONGLY OPPOSE!!\nBody:\nI do not approve of the proposed guidelines based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88602", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88602\nTitle: In full support of the proposed guidelines to portect transgender students\nBody:\nI fully support the proposed guidelines to protect and respect Virginia's transgender students. Please ignore the fear mongering bigots and implement these vital guidelines so that transgender students feel safe in our public schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88603", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88603\nTitle: Transgender\nBody:\nI strongly disagree. You are either born a girl or a boy, male or female. Promoting anything else is insane, and mentally cruel to any child.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88604", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88604\nTitle: I strongly support this much needed guidance\nBody:\nThank you, thank you, thank you to the people who made the laws and wrote this much needed guidance for helping our children. Gender expression worries should not be ruining our children’s lives. I have learned a valuable lesson these past few years, as the plight of non cisgendered individuals has finally been widely recognized. There are as many ways to express gender and sexuality as there are people in this world, and we all need to support this fact. I truly hope that we can take this opportunity as a fresh start in educating people that someone else’s gender identity does not threaten their own.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88605", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88605\nTitle: This is a totally wrong policy for our children!!\nBody:\nThis policy puts children and teachers in a NO-WIN situation.  There are Male and female and the sexes are not the same.  LOOK AT THE SCIENCE!!!!   Females should be allowed to have sports without males and for sure males should not be allowed in the locker rooms. People have issues with men being in women's dressing rooms in retail establishments and this is no different!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88606", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88606\nTitle: Strongly disagree!\nBody:\nI do not approve of the proposed guidelines based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88607", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88607\nTitle: Showing support\nBody:\nAs a parent, my husband and I constantly try to instill values in our kids to treat EVERYONE with the love and respect they deserve, regardless of their gender, skin color, religion, ethnic background, etc and we must all be able to thrive without the constant fear of being shamed or bullied based on any of the characteristics listed above. My family fully supports this guidance because I want my children and all of their friends to be in a school environment that is safe and welcoming for everyone .\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88608", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88608\nTitle: ABSOLUTELY NOT!!\nBody:\nUnder no circumstances do I approve of the proposed guidelines based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88609", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88609\nTitle: This is not a healthy influence to such a fundamental time for child development.\nBody:\nThe education system has no place in the influence of a person's gender or identity. Stick to teaching and focus on the education of fundamental Math, Language(not to include personal Identity), Science(not to define who has what gender beyond born genetics), history(do not add social applications of body Identity), physical fitness and arts(not to include the expression of what is in your pants).\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88610", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88610\nTitle: SPEAKING AS A TEACHER AND PARENT, THIS IS WRONG!!\nBody:\nAs a teacher and parent, I do not approve of the proposed guidelines based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88611", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88611\nTitle: Strongly Support Inclusivity in our Schools\nBody:\nAll children across the Commonwealth should be able to receive a quality education, free from discrimination or harassment, regardless of their gender identity. Ensuring student inclusion and safety should not be a political issue and all members of the General Assembly should support measures that create supportive learning environments for all students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88612", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88612\nTitle: Destructive Policy for students, parents and teachers\nBody:\nThere are so so so many destructive elements to this proposal, such as the following: It circumvents the responsibility and right that parents have to direct the development of their children. It denies the obvious biology of male and female differences, in favor of personal whims, which can change daily. Allowing members of differing biologic genders in the same rest rooms creates great potential for sex abuse - and those who might enact this policy should rightly be held liable for any and all damages that result. It is a very small fraction of children who \"identify\" with the opposite gender, and almost all of them grow out of this identification with time.  For a policy to encourage them to pursue a lifestyle not in keeping with their biological makeup has far more potential for harm than for good. Teachers have far better things to do with their time than to respond to whatever each of their students wants to be called each day.  The policy places a huge potential burden on them. I will stop here, but it is an embarrassment that the state of Virginia is even considering such a socially harmful policy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88613", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88613\nTitle: I support the guidance in this document\nBody:\nI strongly support the guidance in this document. As a lifelong Virginian and an educator with over 20 years of experience, we need to do whatever we can to make all students feel valued, included, and respected. The research on school staff making connections and building relationships is clear: it leads to positive outcomes and increased student success. I see the guidelines as being an essential part of helping to make these connections for some of our most vulnerable students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88614", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88614\nTitle: Absolutely not\nBody:\nThis is the height of ridiculousness. We are not looking out for transgender people at all. This is political. This is ignorance. Allowing CHILDREN to make hard and fast decisions about their sexuality and cutting families out? That is a recipe for destruction. Families should make a mass exodus from public schools if they are able. Find a way. Or else don’t be surprised when your child has utter contempt for their parents, their country and actual science. In case this is not clear, I am commenting on the mod policies for the treatment of transgender students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88615", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88615\nTitle: Strongly Oppose\nBody:\nI strongly oppose the proposed transgender guidelines being put forth - especially not informing parents of what their child is going through.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88616", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88616\nTitle: I Support Policy\nBody:\nGreetings VDOE, My name is Dr. Emily Goodman-Scott and I'm a previous school counselor and special educator, as well as a current associate professor in school counseling and the immediate-past chair of the VA School Counselor Association board. I specifically teach my graduate students (future school counselors) the importance of being an ally to students who identify as LGBTQ+, and we spend ample class time investigating strategies to build an inclusive school climate. I was very pleased to see the impressive advisory board used to create this policy, and that the policy statement is based on best practices, research, and organizations dedicated to serving and advocating for students who identify as LGBTQ+. As this policy statement discusses, there is a tremendous need to support students who are transgender, and I appreciate that this policy statement is a place to begin with our Virginia schools. Further, this policy appears to be in alignment with the ethical standards of the American School Counselor Association. Thus, I am in full support of this proposed policy. Thank you for your commitment serving students in Virginia, and for promoting a more equitable and inclusive school community. Sincerely, Emily Goodman-Scott, PhD Associate Professor of Counseling, Old Dominion University\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88617", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88617\nTitle: In Support\nBody:\nAs a parent of an Albemarle County elementary student I am writing in strong support of the guidelines being put forth. Every student should feel included and protected by our schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88618", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88618\nTitle: Former Public School Teacher saying good goal to protect ALL students-BUT NOT AT OTHERS' PERIL!\nBody:\nIt would seem as though our school board has forgotten the heart of the issue here: the safety and care of ALL people within the walls of our educational system. As a former public school teacher, I recognize the need to protect and consider each and every student...but there should NOT be in place any rule/law/directive that outlines the favorable treatment for some that actually can endanger others. The transgender community may be on the rise in numbers and have been the victims of cruelty and misunderstanding--every student should feel as though the school environment is a place of safety and welcome, otherwise they will be unable to learn--but, have we considered the ultimate ramifications of such a countywide decision?? Rather than take the rare situation on a case-by-case basis, these broad brushstrokes painted across the landscape of teaching (which is already challenging enough) will make it virtually impossible for a teacher to navigate a minefield from day to day that should NOT be their primary concern (which is the well-rounded, successful imparting of knowledge and grasping of skills to their classroom)! If these premises were in place when I was teaching, I would have found it virtually impossible to NOT bring the law down on my own head, even inadvertently, as I would be greatly moved and troubled by other non-transgendered students feeling as though their privacy and rights to peace and safety in their learning environment were being trampled, ignored, and compromised!   Why, just the proposed bathroom and locker room situation ALONE would be enough to alarm anyone! Reflecting on my many years of teaching experience, I PLEAD you to consider the potential misuses of these edicts schoolwide! Elementary school children--who may seem the most innocent--will easily use the awkwardness of hearing a child claim varying gender changes of identification from day to day, correcting teachers for the misuse of a pronoun in reference to that student, etc., to either boost their advantage of wasting a teacher's precious classtime and/or target a child who may need extra attention or guidance in addressing their struggles or confusions. This only HIGHLIGHTS AND INCREASES the chances for abuse and misuse of the exact behavior we are trying to protect and care for! Middle and high school students (of which I have taught thousands!) are the most susceptible of all to capitalize on the opportunities these proposals set forth , potentially enabling (rather than discouraging) voyeurism in opposite sex bathrooms/locker rooms, indecency/immodesty in sporting situations (e.g., allowing for inappropriate dress and exposure), the easy opportunity to manipulate the system and \"trap\" a teacher into disciplinary action by the school system simply because they do not like a teacher--or his/her methods--or wish to delay testing or assignments, etc.! Elevating this issue in such fashion is a recipe for disaster and should be seen as actually HEIGHTENING THE DANGER for the vast & overwhelming majority (99%+) of non-transgendered children, rather than helping to increase sensitivity, safety, and protection for less than 1% of our student population! If approved, the precedent that these proposed measures will set is that ANY particular or unique case can raise more than awareness, but actually incite an entire school district to favor their situation, make new rules and restrictions (even upon penalty and punishment to those whose under-venerated, -appreciated, and -paid position is already challenging enough: our honorable teachers), and influence our county to make forced accommodations that profoundly affect the many in order to pacify the few. PLEASE DO NOT FALL FOR THE FOLLY!!! There are ways of ensuring the oppressed and attacked are protected, considered, and nurtured alongside those who do not share such victimization WITHOUT COMPROMISING THE ENTIRE NATURE AND PURPOSE OF PUBLIC SCHOOL!!! To endanger the majority for the purpose of consideration and caring for a slim minority is FOOLISHNESS, and needs to be called so! There ought not be a need to create such \"laws\" or \"recommended guidelines\" (that, more than suggestions, may cost a hard-working & skilled educator their job now, but also ever-after!) to force people to abide by philosophies, alter behaviors, and embody attitudes that simply need to be taught, shaped, and guided as ANY SUBJECT A CHILD NEEDS TO LEARN IN SCHOOL...THAT'S WHY THE LAW MANDATES THAT THEY BE THERE IN THE FIRST PLACE!!!! SENSITIVITY & KINDNESS CANNOT BE FORCED...and, sadly, these proposals are all too easily abused and misused for personal gain, rather than to foster the heart they are meant to convert, from discriminating into accommodating and accepting. Although attention and care need to be given to this cross-section of our student body, the same could be said for those struggling with acceptance and accommodation for differences in appearance, custom, costume, hygiene, academic capability, religion, handicap,...the list could go on that targets a child for bullying and cruelty! Bullying of any nature (including hate speech, violence, ostracization & social exclusion, etc.) needs to be the subject under scrutiny, not the sex/gender issue over others! None should be tolerated in the least to ensure a safe, pleasant, inviting, and relaxing learning environment FOR EVERY STUDENT, regardless the issue for targeting!! Creating accommodations specific to one group like this IS ACTUALLY A FORM OF DISCRIMINATION IN ITSELF!!! One may not grasp this until the focus is widened to see how INSULTING it is to call out only this ONE group of targeted unkindness! It will not be long before other groups who feel victimized seek to create their own set of laws schoolwide and on and on until it has become impossible to both please everyone AND teach all content areas to a class at the same time! I URGE you to reconsider pushing this targeted agenda and, instead, institute countywide str... [truncated]\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88619", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88619\nTitle: strongly support\nBody:\nAll children should feel safe in school. I know that if my children were struggling with these issues or being bullied, I would do everything I could to make sure that they have the same safe education as everyone else. I support this guidance because I want my children and all of their friends to be in a school environment that is safe and welcoming for everyone.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88620", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88620\nTitle: Strongly SUPPORT\nBody:\nI strongly support these changes. Our transgender students need protections, and need to know that their educators will support them. This is long overdue in my opinion, and I’m glad action is being taken! I also appreciate the use of pronouns in the acknowledgment sections. THANK YOU. Chelsea Hilliard School Counselor\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88621", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88621\nTitle: WHY NOT JUST TEACH  LIKE YOUR PAID TO DO  AND KEEP POLITICS OUT OF SCHOOL\nBody:\nWHY NOT JUST TEACH LIKE YOUR PAID TO DO AND KEEP THIS GARBAGE OUT OF THE SCHOOL ROOM.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88622", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88622\nTitle: STRONGLY OPPOSED THIS INSANITY!!!\nBody:\nPRAY TOGETHER TO STOP THE INSANITY! SAVE OUR CHILDREN !\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88623", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88623\nTitle: DETRIMENTAL TO MENTAL HEALTH\nBody:\nThe proposal is detrimental to our kids. My son is already mentally affected because of the forced narrative on transgender. If you do this, then a kid that identifies as a goat, will be addressed as a goat. Only a person that does not like himself or herself would proposed  such an atrocity. Perhaps, the aothors were bullies as kids and were called names, which have negatively impacted their mental health. I suggest getting mental help instead.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88624", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88624\nTitle: Strongly oppose!!\nBody:\nRather than saddle our teachers with more oversight of students’ personal lives, I’d rather see resources used to actually teach our children the basics of learning and to operate successfully in our world. Sex is a tiny part of life. Let’s not focus on it.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88625", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88625\nTitle: Strongly support for the mental health of young people of all genders\nBody:\nThis proposal is extremely important for the affirmation of all youth, whether cisgender, questioning, or transgender and/or non-binary.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88626", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88626\nTitle: strongly support\nBody:\nAs a parent and lifelong Virginian, I strongly support the Model Policies for the Treatment of Transgender Students in Virginia Public Schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88627", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88627\nTitle: This has my full support\nBody:\nFirst and foremost, as a parent, but also as a School Nurse, I am please to see the work done on this guidance. I believe that these policies are essential to supporting our transgender youth. This has my full support. Thank you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88628", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88628\nTitle: STRONGLY oppose\nBody:\nI completely disagree with and strongly oppose these policies for various reasons. First off, every single parent SHOULD know about their child. Not notifying a parent about their child, especially in regards to gender issues, is absolutely wrong. Secondly, schools should be a place where children go to learn about things that will help them in life, NOT a place where teachers and faculty can affirm their gender identity, especially if the parents don't know. Third, I agree that we should respect EVERYBODY, including transgenders, but the fact that if you call somebody a different pronoun other than what they believe themselves to be and get in trouble for it is atrocious. Fourth, its complete destruction of privacy. No boy should be allowed to go in girls bathroom, and vice versa. That can easily make boys and girls who oppose extremely uncomfortable. Finally, it's a shame that there are no exemptions for people who hold religious beliefs about gender identity. Many people believe their are TWO genders, and calling anybody outside of their obvious gender violates their God-given convictions, and for people who hold those convictions to get in trouble is appalling. With that said, DO NOT allow these polices to take place. -Thank you-\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88629", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88629\nTitle: Absolutely oppose\nBody:\nThis plan to educate immorality is disgusting.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88630", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88630\nTitle: These new policy proposals make no sense\nBody:\nI have read this email and the comments and policy info a couple times. As a father to several kids, boys and girls, I am deeply concerned with these potential policies.  Schools do not have the right to decide things for their students that their actual parents aren't allowing. And as they are public schools and subject to taxpayer dollars, they should not be allowed to withhold information from parents regarding their child at school ... at least not without justifiable cause. Honestly, some of the policy language is written way too broadly and can easily be interpreted extreme, so those proposing the policies should cite more specific examples of how these policies will be enacted. I do not see how children, as a whole, can really feel comfortable in school. While I think our schools have at times turned a blind eye to students who may be different (special needs at one point in time), this causes the pendulum to swing badly the other way.  My own kids have shared they would not feel comfortable to (say) walk into a restroom or a locker room and have to do what they need to do in the (potential) presence of boys, whether they feel like they are a boy or not. These policies are way too broad in how they can be interpreted and, in some cases, appear to intentionally keep parents out of the loop, which is inconceivable and wrong.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88631", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88631\nTitle: I fully support the draft guidance provided by the VDOE\nBody:\nI fully support the proposed language and am optimistic that the changes and plans will make for a more equitable learning environment. It is imperative that all students feel supported and safe - this is a step closer to that objective.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88632", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88632\nTitle: Transgender pronouns agenda sent to students\nBody:\nAs a Grandmother to 20 children,  I ask that this 'bill' being brought to our county, (Augusta),  our State,  be REMOVED....CANCELLED.. taken DOWN... DELETED from any possibility in our schools, In the Name of our Almighty God.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88633", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88633\nTitle: Strongly Oppose - Sexual Identity Provisions Within Schools\nBody:\nI would appeal for a sense of caution, especially for the protection of our students. Some could very well use the new appropriations to take advantage of other classmates (in particular, those who are younger and/or more vulnerable and of a different sex). Allowing for shared bathrooms to be used freely by students of any sex automatically removes a certain amount of protection and opens more opportunities for sexual abuse. For example, an older teenage boy could use a temporary claim to a different sexual identity (being given the right to do so under protection of the new laws) only for the purpose of stalking a young girl in a bathroom. This is a path that will only lead to devastating results. As to the provisions that prohibit the school from sharing information on a student’s perceived sexual identity with the parents of that child - again, I ask for extreme caution. Are parents not given an innate role to lovingly protect and nurture their children, giving them what they need to grow into responsible, wholesome, mature adults that contribute positively to society? How are well-intentioned parents able to fulfill that role when the divide between parents and students is marked more deeply by students being taught to avoid going to their parents with their naturally sensitive questions about identity and self worth? Without a strong sense of family, children and young adults often struggle with identity and worth, turning to extremely unhealthy choices like drugs. Please do not make provisions that encourage deeper division and less protection. With respect and great concern, Heather Ryan\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88634", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88634\nTitle: Model treatment for transgender students\nBody:\nAbsolutely not\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88635", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88635\nTitle: Absolutely not\nBody:\nAbsolutely not\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88636", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88636\nTitle: Strongly oppose\nBody:\nI want to thank you all for taking the time to hear the concerns of the public.  Thank you for being public servants and truly seeking to make the best decisions for those living in your community. I know that the topic of transgender is a difficult one.  I also know that we need to have laws to protect everyone, even if we do not agree with others opinions.  That being said, I oppose  the law as the failure to use a students choice of pronoun, which can change on a daily or even hourly basis would result in charges of harassment or discrimination for which disciplinary action can then be taken. In order to protect our teachers and students from being disciplined for not knowing which pronoun a particular student would like to utilize in the moment, I encourage you to stand in opposition to this law. Thank you for your time. Holly Dodd\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88637", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88637\nTitle: Strongly opposed\nBody:\nThis \"new\" society has gone a bit too far, in my opinion.  School was developed to teach the basic principles of education: Reading, Writing and Arithmetic.  Since when does the school board (teachers) need to concern themselves with teaching gender dysphoria and any other type of sexual education?  I understand teaching basic biology and touching on sexual abstinence, birth control, STD's.  However, teaching different practices that mainstream America is trying to popularize is just plain child abuse.  These children are much too young to be learning the scandalous ways of the world.  They are much to immature to understand and make sexual, gender changing decisions.  Accommodating the transgender community, without any sensitivity to the Christian community (students and faculty) is just wrong.  To bully, strong arm teachers to go along with this \"fad\" is inappropriate and against their rights. How about we just get back to teaching the core subjects and educate our children to succeed and be able to compete with global students for decent paying jobs?  They will have plenty of information available once they are adults, and mature enough to make such decisions. Please do not push for these policies.  Our children need us to be adults and make educated decisions based on their best interest.  Thank you\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88638", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88638\nTitle: As a parent of 3 in Virginia I strongly oppose.\nBody:\nAs a parent of 3 in Virginia, I oppose.  I will not let my children be sent to school with adminstration thinking they know better than parents how to raise kids. Supporting parents in raising kids is the job not to take over the parental role.  This is divisive and destructive to society to oppose parental wishes especially in something as controversial as this.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88639", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88639\nTitle: Support the guidance!\nBody:\nAs a parent, I strongly support this guidance. Many of the comments that oppose the guidance are proving why this population of students needs support. I don't want any child to have to face this type of criticism and disrespect at school. Transgender and non-binary students are not infringing on anyone else's rights. They are only asking for basic dignity and respect while at school. If these students feel threatened or the environment at school is hostile, they cannot learn. When LGBTQ students are provided with affirming environments and their mental health is supported, their life outcomes are much better. Tolerance of differences and support for any marginalized student is the compassionate approach. Science and the medical community back up the need for a supportive approach. Tearing down our community members only weakens the entire community. Let us lift one another up. Be kind.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88640", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88640\nTitle: Reject over reaching policy\nBody:\n?The Virginia Department of Education has no right to infringe on ?anyone's rights of free speech?, parent responsibility and student privacy?. ?This a stepping stone to more policies to manipulate, control? and punish people for disagreeing. If transgenders are uncomfortable using the other or non-sexed bathrooms;  then one can understand that many straight children would be uncomfortable being forced to disrobe among transgenders in traditionally sexed bathrooms and gym locker rooms.   Being safe is an expectation for everyone without exception. Fundamentally changing the English language or any language will create confusion, fear and chaos. Parents are responsible for their children and must always be informed and make the decisions that are best for their family, not the government or anyone else.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89292", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89292\nTitle: Strongly Support\nBody:\nNot too long ago I was in school myself. I never felt safe enough to be myself, I already faced bullying from peers and teachers for simply the way I acted. It would have been much worse if I was out. Due to this I often fell behind in school and many of my mental health issues worsened. Many times I chose to skip class altogether. I do not have to imagine how tough it is for kids who are out. I’ve spoken to them in trans support groups, they are incredibly frustrated and saddened that they feel that nothing can be done about the harassment and discrimination they face in school. Having these guidelines would help so many actually have the right to basic respect and be able to argue what’s happening to them is wrong.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89293", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89293\nTitle: STRONGLY OPPOSED\nBody:\nAbsolutely Not!  It would violate and interfere with parental rights in raising and educating children on innate matters pertaining to sexuality and sexual identity.  The children (yes they are children!!) must not be  exposed to members of the opposite sex while undressed. This would expose children to concepts and theories about which they are unequipped to fairly apply mature examination and assessment.  The mature, sexual kids will be the bullies.  Bullies still exists and this will open a lot of violent behavior instead of what you're trying to do!!  It will have the opposite effect!!!  There will be bullying and rape in those bathrooms!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89295", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89295\nTitle: This is abhorrent and absolutely should not be allowed in a CHILDRENS environment.\nBody:\nYou can’t even handle “normal” bullying. Much less keep up with someone’s “preferred pronouns” on a daily basis if it can change DAILY. And you’re going to allow MINOR girls to go topless around boys and men that are potential PREDATORS?! How absolutely moronic can you be?!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89296", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89296\nTitle: TI stransgender policies proposed by the Virginia Department of Education.\nBody:\nI strongly oppose the proposed transgender policies by the Virginia Department of Education.  Transgenderism is NOT a topic for children or teens.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89297", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89297\nTitle: PURE EVIL! Transgender school policy.\nBody:\nParents are relinquishing their rights to parent while also allowing the left to dictate that you have the right to doctor assisted murder.  Which is it far left...abortion (right to choose) or parenting?  As for me and my household we will serve the Lord and raise our children to honor life and those that are born with difficulty.  Parents think they have the right to choose their child’s gender ...no kindergartener wants to be a different gender.  Only the selfish parent does.  But we all have to live with their inability to parent by submitting to cultural abuse.  Forget it!  You will lose the right to teach ( not that you are teaching anything of truth anymore). The Zinn facts are non facts.  Look into it!  You are adding stupid to the qualifications of being a teacher.  It isn’t their right to tell me how to parent.  I will no longer support the school system.  I will fight my taxes going to schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89298", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89298\nTitle: This proposed transgender policy is irrational and completely bizarre. Bring back common sense!\nBody:\nThe proposed transgender policy is irrational and completely bizarre. Let’s get back to common sense!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89299", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89299\nTitle: Transgender equality?\nBody:\nObviously those that support this policy did not read it.  No one is trying to oust the child who’s stupid parents choose their gender.  This doesn’t help anything .  This policy is against everyone else and totally lacks help for the child who is hurting and feeling left out to ever fit in.  It doesn’t answer any problems it only makes for more.  Have you ever seen a healthily, normal, transgendered child.  They are on medications and aremutilated at a young age to satisfy their stupid, selfish parents.  Ask any doctor that has dealt with these children. Pure stupidity!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89301", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89301\nTitle: I will never acknowledge such a human travesty\nBody:\nNatural law is the basis for our US Constitution - observe it!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89302", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89302\nTitle: I do NOT support this forceful over-reach\nBody:\nI strongly oppose this indoctrination process. It is unbelievable at what our society is devolving into. This is not natural and is being pushed by a self centered immoral fringe of humanity; even animals don't condone such actions.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89303", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89303\nTitle: Strongly oppose!! What a travesty!\nBody:\nThis is taking matters way too far beyond gender choice. This is eliminating parental guidance as well.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89304", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89304\nTitle: Strongly & Adamantly OPPOSE\nBody:\nThis is indeed the craziest and most irrational thing I have ever hear of... Our society is in absolute decay for even considering such nonsense. I, along with hundreds of others in our church, do not support such a thing as this immoral and illogical policy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89305", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89305\nTitle: Objection to Gender Confusion Institutionalization in our Schools\nBody:\nI find it disturbing that our Government and Education Boards continue to codify policies that entrench gender confusion into our society, especially in age-inappropriate settings.  Our biological sex was determined by God, when He allowed conception to occur at a specific point in time and location, to create us to serve Him and each other with our lives.   Any attempts to alter His will and purposes for us are personally risky, with eternal consequences. But when governments attempt to institutionalize these personal relationship issues, it caters to the \"me-centered\" approach to our lives and society, which continues to disrupt our nation. The president we elected 60 years ago said,\" Let us not seek the Republican answer, or the Democratic answer, but the right answer. Let us not seek to fix blame for the past.  Let us accept our own responsibility for the future.\"  If 300 million Americans continue adopting \"me-centered\" approaches to our lives, then there are no right answers and we will continually argue and fight over what we perceive to be right and wrong by our own imperfect standards with no moral compass.  And as we are seeing, our \"one nation under God, indivisible, with liberty and justice for all\" will cease to exist.  The Bible says it much better in Proverbs 28:2, \"When there is moral rot within a nation, its government topples easily.\"  Daily, we are seeing too much of this truth in our struggling United States.  The proposed transgender policy in Virginia education is another step in that direction.  There are better ways to show our love for \"me-centered\" people -- especially in the sexuality domain -- than enabling the confusion of the few to confuse the many.  In God we Trust.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89306", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89306\nTitle: Come on man - kids are failing and this is what you are focused on?\nBody:\nFocus on the education of students- that is your responsibility in the school system. Look how many kids are currently failing. Fix that problem.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89307", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89307\nTitle: Support guidance to support transgender youth\nBody:\nPlease show some compassion to these children and teens. They need to be safe and protected from discrimination and hate.  Please.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89308", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89308\nTitle: Strongly opposed to these transgender guidelines\nBody:\nSchools should support parents, not be parents.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89309", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89309\nTitle: Let parents be parents and schools be schools.\nBody:\nParental rights matter. Keep the the school focused on education and preparing students to work or pursue advanced education.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89310", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89310\nTitle: Strongly Disagree - This is a priority with so many kids failing?? So so wrong...\nBody:\nHow has this been circulated since families I spoke to never heard or seen this proposal? Where is the science/studies/analysis behind this proposal that examines the ramifications on the non-gender-challenged kids?  There needs to be transparency on if ANY study has truly been done to show this. Teachers - this truly can have a significant negative impact on teachers and could end their lively-hood if vindictive kids purposely change their choice everyday to get rid of teachers.  STUPID. So wrong to exclude parents on what the school would do and to ignore the parents.  Kids belong to the parents NOT the STATE!!! Focus on educating kids not this social engineering.  Not your job.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89311", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89311\nTitle: No. No. No.\nBody:\nThis will harm students and teachers. There are already adequate accommodations available.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89313", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89313\nTitle: This policy endangers young girls.\nBody:\nLetting any student choose which bathroom and locker room they want to use with no explanation needed will only lead to a dangerous situation for all girls and women in Virginia schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89314", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89314\nTitle: Transgender School policy\nBody:\nI fully support the draft guidance provided by the VDOE for transgender students!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89315", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89315\nTitle: NO!!! I strongly Oppose this!  NO!\nBody:\nTHIS WOULD ENDANGER THE PRIVACY AND SAFETY OF ALL STUDENTS!!  It would also take away our parental rights!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89316", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89316\nTitle: Bigotry and Prejudice is alive and well in this town hall\nBody:\nEach generation has faced thier time to end prejudice and bias. Transgender children and young adults need to be treated with dignity and respect in all regards. If needed we can have a bigots only bathroom for those still living in the 50's.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89317", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89317\nTitle: Transgender oppression is not a \"Family value\" it's pure hate\nBody:\nThis is long past due. I am horrified by the backwoods and ignorant people that are opposing transgender equality. Shame on you!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89318", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89318\nTitle: Strongly support\nBody:\nI strongly support this and wish this could have happened sooner for the sake of all transgender youth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89319", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89319\nTitle: This is an inclusive environment\nBody:\nInclusive public school means a school for transgender children, too.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89320", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89320\nTitle: An outrageous usurpation of parent and human rights\nBody:\nThese grotesquely intrusive and unnatural regulations attempt to make comfortable students who are suffering with gender dysphoria, by twisting everyone and everything else (other students, parents, the English language, sincerely held religious and other beliefs) into a distorted pseudo-reality.  Respect ALL students, respect the right and responsibility of parents to teach and raise their children, respect civil liberties, respect religious freedom.  It is NOT bigotry to believe that gender should align with sex - it is simply recognizing that one must align one's feelings with science (objective reality of the presence of X-X or X-Y chromosomes).  Accommodate and affirm students without forcing transgender orthodoxy on everyone.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89321", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89321\nTitle: The VDOE has gone far beyond the path the General Assembly prescribed.\nBody:\nThe draft model policies for the treatment of transgender students in public elementary and secondary schools ( HB 145 and SB 161 ) regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children and school staff against their parents when it comes to important questions about sex and gender identity. The proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89322", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89322\nTitle: Opposed to \"draft model policies for the treatment of transgender students\"\nBody:\nRespectfully, I plead with you to not pass these draft model policies for the treatment of transgender students. I will begin my argument against these policies with noting that referring to people in non-binary terms and without respect to their biological gender goes against many religious peoples religious beliefs and practices. It is not only Christians of a more conservative stripe who will have an issue with this. More conservative Muslims and Jews will also take issue, not to mention Jehovah's Witnesses, Mormons and many others. What protections are in place for them? Secondly, in Virginia one must be 18 to change their legal name. Citizens of the Virginia are not allowed to drive until they are 16 years and 3 months old. The minimum age for enlistment in the U.S. military is 17 years of age. One cannot consume alcohol or tobacco legally in VA unless they are 21 years of age.   You have to be 21 to rent a car. Did I mention that we cannot change our names till we are 18? Why then does it follow that children as young as five or six are ready for the great and life-altering responsibility of determining their gender identity and appropriate pronouns? Third, although students are prone to take advantage of any school policy (given their youthful lack of maturity), these policies will lead to stupendous abuses. The future manifestations of possible abuses seem almost infinite. For example: a 7th grader who dislikes her teacher thereby changing her pronoun every day only after being \"harrassed\" by the teacher for using yesterday's pronoun. Another example: an 11th grader who likes to see girls undress identifying as a girl so as to be in the girls locker room. Another example: a student who is fed up with their parents rules in the home purposefully begins to identify in a way that they know will get them out of the parents house forever. Yet another: a student is not clear with each and every student and teacher regarding their pronoun and then is back in the office every other day accusing people of gross harassment. Finally, many students may threaten to do drastic things (and in some cases carry them out) if they are not given the authority to choose their gender and pronouns. That is truly sad and tragic. Yet, although this may be hard to hear, that is not a sound way to determine if authority should be granted. My daughters, ages five and two, want the authority to make all kinds of decisions that are harmful to them. A good parent, I believe we all can agree, will not allow them to make and take action on those decisions - even if it leads to whining, complaining and even dire threats. I have no doubt that some who are proposing these policies do so from a sincere belief that it will lead to a more just school system. My question for you is: Who are the authorities that you are listening to and why are they so worthy of your trust? Why are you so persuaded by them? It is possible they are wrong. Why not take more time and create study committees before enacting these policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89323", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89323\nTitle: Transgender Students\nBody:\nI am opposed to this draft.   Schools need to educate our students.   This policy would try to influence our children who are too young to fully understand their sexuality.   This policy would take away a parents rights related to their children.   Stop all this nonsense.  Allow teachers to do their job of educating, not influencing.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89324", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89324\nTitle: This is a power grab and an insult to parents\nBody:\nThese policies are insulting. Rather than serving the best interests of the students of Virginia, the only real agenda here is to enact and enforce gender ideology in our schools. I believe my daughters are truly endangered by this proposal, not to mention the thousands of students targeted by radicals who'd MAKE us believe one's feelings define us. I endorse the comments by Jeff Caruso of the Virginia Catholic Conference for his clear and well-cited explanation of MANY good reasons to oppose these policies. Virginians, call your government to account for engaging in this radical power grab.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89325", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89325\nTitle: Support\nBody:\nI support this guidance\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89326", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89326\nTitle: OPPOSED\nBody:\nThe model regulations infringe on the First Amendment rights of parents to raise and care for their children. Schools have a duty to protect the bodily privacy and dignity of ALL students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89327", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89327\nTitle: Strongly Support\nBody:\nTimes are changing and so must we. We must teach our children to accept everyone regardless of their beliefs or gender. Stop living in the past and join the rest of us in the present.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89329", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89329\nTitle: VDOE Transgender policies\nBody:\nAs a public institution and taxpayer funded department- You should not disregard the role of parents in public education. By alienating children from the nurturing values they are raised with at home- you are forcing children to make decisions they are not mature enough to understand. Focus on their education and leave the important lessons in life to their parents/ guardians.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89330", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89330\nTitle: Doc does not support all students\nBody:\nThe intent to establish the school environment as safe and conducive to the study of knowledge is noble. However, the pervasiveness of the separation of gender from biological sex in learning areas and environments outlined in the guidance document will be detrimental to the learning environment. This will further encourage the growing division between families with the financial means to send their kids to private school and those who rely solely on public education. Already the effect of this division in socioeconomic class is apparent when considering the in-person learning environment offered by private schools during the pandemic versus the virtual learning environment offered by public schools. There is a real brain drain in the potential creativity and talent of future Virginian youth in the public education system. Those \"left behind\" in public schools are unfairly disadvantaged.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89331", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89331\nTitle: Strongly Supported by a deeply conserned parent\nBody:\nFor too long the same formats for justifying discrimination have been pushed by people that spew that same rhetoric as close minded racists. Yes, the same that called for the \"preservation of segregation for the safety of thier children\". It is just as ugly now towards the civil rights for trans youth as is was back then towards the African American Youth. When will we as a society learn???\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89332", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89332\nTitle: An excellent interpretation of the two bills\nBody:\nI'm not sure why there are so many individuals in opposition to these model policies.  I guess they did not read where the bills state that policies MUST exist.  It seems that the opposing individuals are not necessarily opposed to the wording of the policies, which I think is the feedback being requested, but rather to the idea of LGBTQ+ individuals and their rights.  However, that ship has sailed!  All individuals have the right to attend school in a safe environment free from harassment and bullying.  That is all these policies do....make sure that students are free to be themselves without fear.   These policies ensure that students who are LBGTQ+ no longer face a hostile environment on a daily basis in their schools.  Public schools are inclusive places and should support everyone.  If you do not agree with this, then send your child to a private school.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89334", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89334\nTitle: I do not approve\nBody:\nI do not approve of your proposed guidelines based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89335", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89335\nTitle: NO TO ALL. OF. THIS.!!!!\nBody:\nFirstly, can we please focus on one crisis at a time?? Also, this is pure insanity. Completely inappropriate and totally irresponsible to let children “decide” what gender they are! Topless girls?!..er I mean “girls”?! Have you all lost your minds?!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89336", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89336\nTitle: STRONGLY OPPOSED\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89337", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89337\nTitle: Oppose VDOE “Transgender guidelines\nBody:\nOppose VDOE “Transgender guidelines... While I fully agree that any student should be treated respectfully, I absolutely do not approve of these proposed guidelines! They are a state overreach of power based on radical, unscientific theories thatseek to eradicate all distinctions between male and female and treat our school-aged children as social experiments in sexuality. Rather than making children feel safe, these policies create chaos and confusion in the hearts and minds of children. Additionally, these guidelines especially endanger girls, making them subject to possible abuse and/or harassment in bathrooms, locker rooms, etc., and also subject to biological inequities in sports competitions. Furthermore, the family is the most foundational and fundamental unit in society, and these policies only serve to destroy that family unit by undermining parental authority and involvement in their children’s lives. Unquestionably, the vast majority of parents love and care more about their own children than the state or anyone else ever will. What automatically qualifies the state to be more loving/caring/responsible in handling these crucial, life-altering matters than the parents themselves? This usurping of parental authority by the state sets a dangerous precedent for the abuse of public power in other arenas as well.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89339", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89339\nTitle: Enthusiastic support\nBody:\nOur children deserve all of the understanding and safety that we, as trusted adults in their lives, can extend to them. ALL of our children. I see a lot of uninformed fearmongering in these comments and I have great hope that our children will outgrow all of us in time.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89340", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89340\nTitle: Strongly Support\nBody:\nI support the guidance.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89341", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89341\nTitle: I oppose this policy\nBody:\nI oppose this policy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89342", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89342\nTitle: Strongly opposed to pushing transgenderism opinions\nBody:\nI am writing because I am shocked and strongly oppose the measures being pushed regarding opinions on transgenderism in our public schools. These opinions do not align with those of a vast number of our families as well as science, and have no proven grounds in actually supporting the mental health and wellbeing of our children. These efforts will absolutely keep me from enrolling my children in public schools, and I am deeply concerned for those families who are unable to seek other options like homeschooling or private school, which we will have to do. Specific points I have: 1) Most importantly, schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. 2) The proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. 3) No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. 4) Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. 5) Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. 6) The model regulations infringe the First Amendment rights of parents to raise and care for their children. Thank you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89343", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89343\nTitle: Absolutely not!\nBody:\nI could not be more appalled and disgusted! This is insane and inappropriate on all levels. Our Children need to be protected and kept innocent. I wholeheartedly object to the approve is such nonsense within our schools. In God We Trust, Military Christian Wife of 4 children\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89344", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89344\nTitle: Do Not Support:  Concerned Parent\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex.  Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity.  Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89345", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89345\nTitle: concerned\nBody:\nVery concerned about this change.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89346", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89346\nTitle: Absolutely Support!\nBody:\nOne of my closest childhood friends has three kids, one of whom is transgender.  I've witnessed close up and personally how difficult it has been for he and his wife to raise a transgender child.  Like all of us parents who love their children and would do anything for them, they only want the best for their child.  And in fact, they moved states to find a supportive environment for their child.  This is not a question of if we should do this, and it's not a question of personal opinion, this is a human rights issue.  People are born the way they are and all people deserve dignity and respect, like every one of us.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89347", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89347\nTitle: NO!!\nBody:\nNO!!!! I do not approve\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89348", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89348\nTitle: Do not undermine family rights, responsibilities and authority\nBody:\nIf VDOE approves the draft policies, they would undercut parents’ involvement in the life of their children at school, and endanger the bodily privacy and safety of all students.\"\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89349", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89349\nTitle: Absolutely NOT!!\nBody:\nWe should not provide any transgender \"opportunities\" for kids. By allowing this policy we are presenting the option and awareness that it exist and possible in our society. With kids undeveloped minds we are pushing them in a  wrong direction and even if there are some possible cases, by creating the policy we enabling all kids to think and act to try new \"wrong\" things. We should treat this topic like \"alcohol\" and maybe allow experimentation with it when person has a more stable mind to make decisions (after 21 or 23 years old), and only after full mental evaluation. A full phycological evaluation is a must for all cases!!!. Do not allow kinds to do mistake that would ruin their lives for ever!!! In addition, there needs to be a absolute notification to parents from teachers if some transgender behavior happens. Schools and teachers are NOT responsible for kids but parents are.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89350", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89350\nTitle: Opposition to HB 145 and SB 161 - protect children and parental rights\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89351", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89351\nTitle: Oppose transgender policies by the Va. Department of Education\nBody:\nWe are a product of God's creation. Not what we want to create ourselves to be. When God created us in the palm of His hand, He was proud of His creation and loves us dearly.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89352", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89352\nTitle: re:  you're hurting transgender kids, and I hope you're held accountable\nBody:\nThere are so many reasons to oppose transgenderism, especially since it is hurting these kids - health issues, anxiety, psychological issues.  You're complicit in hurting these kids. Here's an article that sums it up: Why we oppose the normalization of transgenderism By Bryan Fischer November 22, 2014 Follow me on Twitter: @BryanJFischer , on Facebook at \"Focal Point\" The Scriptures tell us that one of the consequences for a nation that turns its back on God is \"confusion of mind\" (Deuteronomy 28:28). Nowhere is this more evident than in the tragic case of transgenderism. Having accepted the lies of \"that old deluder Satan\" that they are trapped inside the body of the wrong gender, many resort to hormone therapy and even sex reassignment surgery in a vain, dangerous and enormously destructive effort to obliterate their true sexual identity. In the civil code God gave to Moses on the mount, the normalization of transgenderism was flatly forbidden. \"A woman shall not wear a man's garment, nor shall a man put on a woman's cloak, for whoever does these things is an abomination to the Lord your God\" (Deuteronomy 22:5). Why would God be so insistent that his people not allow themselves to become so disordered in mind and soul that they begin to think of themselves and present themselves as members of the opposite sex? Is it because God hates transgenders? Do we oppose the normalization of transgenderism because we hate transgendered individuals? Absolutely not. We flatly and unequivocally oppose the normalization of transgenderism because it destroys people. We do not oppose transgenderism because we hate people. We oppose it because we love them. We do not want to see anyone's life ravaged by the pathologies that accompany this disorder of the mind and soul. Until 2012, the American Psychiatric Association classified transgenderism as a \"gender identity disorder.\" It has since relabeled it \"gender dysphoria\" in an effort to soften the stigma that properly should attach itself to this problematic lifestyle choice. But \"dysphoria\" means \"a profound state of unease or dissatisfaction,\" indicating changing terminology does not nothing to change a heart and a life wracked with a profound inner disturbance. Most Americans are blithely and blindly unaware of the mental, psychological and emotional devastation transgenderism wreaks on those who get trapped into this lifestyle. But the results are tragic. Transgender regret is now a sad and sorrowful reality in our cultural landscape. A survey conducted in 2010 by the National Center for Transgender Equality and the National Gay and Lesbian Task Force – neither of them members of the vast rightwing conspiracy – revealed the heartbreaking reality that a staggering 41 percent of transgendered American have attempted suicide. This is a rate more than 25 times higher than the population at large. Social research has revealed that 65% of all those who undergo cosmetic surgery live to regret it. How much higher must that figure be for those who have undergone genital mutilation? The homosexual lobby itself knows that there is something wrong with transgenderism. The Gay and Lesbian Medical Association – again, not a part of the evangelical pro-family movement – lists a number of pathologies that are so common among transgenders that the GLMA warns the transgender community about them. Among these pathologies are an increased risk for heart attacks and strokes, sexually transmitted diseases (they are at four times the risk of HIV/AIDS as the general population, for instance), substance abuse, depression and obesity. In other words, transgenderism is an enormously risky and unhealthy lifestyle. Stella Morabito has written a sobering column at the Federalist exposing the buried truth about the striking numbers of transgenders who regret going through sex reassignment surgery, finding in the end it didn't make them happier or more well-adjusted at all but left them instead shattered and broken in mind and body. Some of the most prominent transgenders in our culture have expressed such profound regret. Well-known transgender Alan Finch of Australia said this: \"[T]ranssexualism was invented by psychiatrists. . . .You fundamentally can't change sex ... the surgery doesn't alter you genetically. It's genital mutilation...It's all been a terrible misadventure. I've never been a woman, just Alan . . . the analogy I use about giving surgery to someone desperate to change sex is it's a bit like offering liposuction to an anorexic.\" Tennis champion Renee Richards was perhaps the most famous transgender of our time, undergoing sexual mutilation surgery in the 1970s. But in 1999, in Tennis Magazine, she said the following: \"I know deep down that I'm a second-class woman...As far as being fulfilled as a woman, I'm not as fulfilled as I dreamed of being. I get a lot of letters from people who are considering having this operation...and I discourage them all.\" Mike Penner, a sportswriter for the LA Times, famously outed himself in 2007 as a transgendered individual and overnight became Christine Daniels. He then transitioned back to becoming a male in 2008 and finally killed himself in 2009. So do we vigorously resist the normalization of transgenderism because we hate people? Hardly. It's the other way round. We resist it because we love people. We don't want to see anyone wind up profoundly regretting something they cannot undo and ending their own lives as a result. God knew what he was doing when he assigned each of us our gender at the moment of conception. And he stands ready to help any willing individual come to a place of resolution and acceptance of the gender God assigned him at the moment of conception. \"Confusion of mind\" can, with God's help, become clarity of mind. ( Unless otherwise noted, the opinions expressed are the author's and do not necessarily reflect the views of the American Family Association or American Family Radio. ) © Bryan Fischer The views ex... [truncated]\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89353", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89353\nTitle: Transgender education\nBody:\nLet parents be parents and schools be schools.  This is dangerous for all. Strongly oppose.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89354", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89354\nTitle: Opposed\nBody:\nWe, the parents, will decide what is best for our children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89355", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89355\nTitle: Safe environment for all - this is NOT it\nBody:\nIn an effort to supposedly provide equal treatment and a non threatening environment for some you are set up a chaotic non supporting environment for ALL. Who can relax when you are afraid you will misspeak at every turn?  How can a teacher teach when their actions or words can be misconstrued on the whim of a child's mood of the day? My sons speaks of kids urinating in the sink just to have fun and many teenagers not just young children are even afraid to go in a bathroom because of what goes on - this would be worse and allows for NO sense of privacy and no rights of authority to step in and help.  Really - please just focus on teaching proper education - our kids are getting less and less true education and it shows in our society!  Parents need to be encouraged and supported to teach their children at HOME. It is not the responsibility of the government or school systems to do it all.  We are creating lazy parents and students and warping all sense of humanity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89356", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89356\nTitle: Proposed Transgender Public School Policy\nBody:\nIn the public school system where I taught we had a sound policy to deal with transgender students. First, it was handled confidentially and very seriously involving the child, parents, psychological counseling, clergy if desired by parent, school administrator, student's guidance counselor, school nurse and student's teachers. Second, the transgender student used only unisex bathroom(s) provided at school and was exempted from physical education and extra-curricular sports activities. This took into account fairness and comfort consideration for other students. Thirdly, the student was addressed by the name they enrolled with by the parent or guardian. This policy worked successfully.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89357", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89357\nTitle: Strongly support\nBody:\nThis is a question of human Rights and safety of children, and very simply the ability to be who you are. Schools need guidance on this issue and having a policy in place will help to protect students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89358", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89358\nTitle: Strongly oppose\nBody:\nI just Graduated high school last year. This is not what we need. You’re going behind the parents backs while dealing with minors. You’re also putting children at risk. We are already dealing with sexual harassment and poor judgment we don’t need someone pretending to be a different gender to come into our bathrooms and locker rooms ( please work to making a separate bathroom so we can all choose which one to go in ) some of us wouldn’t feel comfortable with knowing some of our peers are lying about how they identify themselves just to get in the locker room. You can’t make rules like this and ignore the fact that it is a huge risk allowing 15-18 year olds together in unsupervised spaces like that. If kids are already finding a way to harass each other and/ or have sex in school then making it easier is not a good plan. Please adjust the rules. It should be a subject in school like learning to have safe sex and it should be able to be discussed safely in school but school should also be a safe place for everybody attending.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89359", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89359\nTitle: Strongly support\nBody:\nAs a parent, educator, friend, and human, I support the guidance. This document helps provide direction for how transgender issues can be addressed in a way that is safe and supportive for all.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89360", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89360\nTitle: Strongly Support\nBody:\nThe reality is  there is diversity in our world. All students have the right to attend school where they can learn in a safe environment. Protect those students so they won't have to battle bullying every day of their lives. Model acceptance and recognition of differences in humans. It is unfortunate that measures like these have to be put in place to make us do what decent human beings should do on their own.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89361", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89361\nTitle: Opposed to the bill\nBody:\nThis bill goes against the right to choose our own children's education and against freedom of religion. When parents choose a religious school based on specific values they are not discriminating but freely deciding what their children should learn, acting under the clout of their faith. This is a cherished and protected right in our Constitution, thus an obligation to allow transgender children to act against the school policies and wishes of all parents who want a religious education in a private school is discrimination against their own freedom of thought and action according to their faith.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89362", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89362\nTitle: Opposed to the New Transgender Policy Proposals by the Virginia Dept. of Education\nBody:\nI am opposed to the transgender policy proposals by the Virginia Department of Education, HB 145 and SB 161, because I believe it undermines parents rights in public schools, and may also weaken the privacy and safety of all students. Research on gender identity is an ongoing process yet the VDOE would base its policies on views stated as fact. An example of this is the statement, \"Gender identity is considered an innate characteristic that most children declare by age five or six.\" What study or studies is this concept based upon? Who carried out the studies? Parents and guardians have a right to know the answer to this and other questions raised by the proposals, before the regulatory process goes further.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89363", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89363\nTitle: Strongly Oppose\nBody:\nThis bill is terrible. It goes against parents rights to and freedom of religion. Parents have the right to choose the proper education for their children, and forcing transgender ideology as a blanket rule across schools will cause MANY problems.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89364", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89364\nTitle: Strongly support\nBody:\nI think these model policies are excellent. I graduated high school back in 2015 and I wish more polices like these were placed and implemented. Transgender students deserve to feel heard and safe at school. For some students, school is the only place where they feel safe. Kids can't learn well if they are constantly in fear of being who they are and expressing themselves. I believe if these policies were implemented, kids would feel safer, be more open and honest about their struggles, feel more supported, feel like they can talk to faculty, etc. We go to school not to just learn how to read and write - we go to school to learn about social issues, diversity, how to debate effectively, how to problem solve, etc. It is a place to learn, grow, and be exposed to differences.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89365", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89365\nTitle: STRONGLY SUPPORT — these are human rights\nBody:\nI strongly support this bill, and encourage anyone who opposes it to look deeply within themselves as to why not. Transphobia and homophobia have no place in this world, especially not in schools with developing children. Having access to basic information about your body and sexual orientation is a HUMAN RIGHT. If your “religious beliefs” are the reasoning behind opposing this, I’m disgusted. No matter what, the LGBTQ+ community isn’t going away. These are real children and people with real emotions and questions. Why wouldn’t we teach our kids love is love? That’s it. Let’s accommodate with the times and allow EVERY kid to have a chance to learn about who they want/are going to be in this world.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89366", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89366\nTitle: Strongly Oppose HB145, SB161 + Model Policies 4 Treatment of Transgender Student in Public Schools\nBody:\nMy comments are provided with sincerity and all due respect for all parties involved. The Model Policies for the Treatment of Transgender Students in Virginia's Public Schools guidance document clearly lacked input from the faith community. This is a construction apart from God. Although changes were made at the Federal level years prior, it wasn't until Virginia's General Assembly majority changed last year that HB145 and SB161 was able to pass - and now look what we are facing. Why wasn't the faith community adequately heard and considered? They aren't listed in Acknowledgements or the Appendix. Why are there higher standards for reducing bias and harassment in the enforcement of any code of student conduct with respect to transgenders? All students should benefit from the same level of care and protection from bias and harassment. Parents have a right to know if their child is changing their gender status. This sets a dangerous example for the child for future life decisions. It will put undue mental and emotional stress as they will have to eventually disclose changes that have been made to their bodies. With regard to the last paragraph on page 14; this is another example of rewriting history. Please, involve the faith community and parents; and re-do this document. Parents need to know.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89367", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89367\nTitle: I strongly oppose. Parents you are giving up your control of your Children.\nBody:\nThis should not be allowed in school! School needs to be kept to education. If this sort of teaching is allowed then I want Creationism, the Bible and many other conservative beliefs that have been thrown out of public education reintroduced. Children should not be groomed at school to be able to choose their gender. If there are issues that arise the parents should be able to control the situation and find ways to help their own child. Parents take your control back!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89368", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89368\nTitle: Transgender guidelines\nBody:\nI am totally opposed to the proposed regulations concerning transgender students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89369", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89369\nTitle: Oppose\nBody:\nAs a parent in Virginia, I am opposed to this policy change regarding transgender students.  I agree that no student should be subjected to harassment due to their sexuality or gender.  However, issues with harassment can and should be dealt with without making the drastic changes proposed in this policy. The phrase \"sex assigned at birth\" is not scientific.  Each baby is born with biological sex; it is not \"assigned\" by anyone.  This new policy will only create confusion. Not everyone is in agreement with these ideas about gender.  There is no option for staff or students who disagree to opt out of these policies; they can be charged with harassment for not complying. Let's focus on creating safe, positive schools for all.  Please do not pass this change.  Thank you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89370", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89370\nTitle: Vehemently Oppose Transgender Guidelines\nBody:\nAs a Virginian, I am vehemently opposed to the Model policies for the Treatment of Transgender Students in Virginia's Public Schools. I believe that many children (and even many adults) are confused about many things in today's society, and that adoption and implementation of these guidelines will only lead to further confusion among the most innocent and impressionable among us, our children.  Biological truth dictates that there are only two genders, as there have been since the beginning of time, and that it is against the laws of nature to recognize any other genders or to recognize a girl as a boy or vice-versa.  In the Bible, Genesis 5:1-2 states that \"When God created man, he made him in the likeness of God; he created them male and female.\"\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89371", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89371\nTitle: Regarding transgender policies proposed by the Virginia Department of Education\nBody:\nDear Members of the Virginia Department of Education, The proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity. Please do not approve these draft policies because they would severely undercut my involvement as a parent in the life of my children at school.  These policies will also endanger the bodily privacy of my children and the safety of all children.  The Virginia General Assembly must protect children! Thank you for your attention to this. Sincerely, Susan Bond\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89372", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89372\nTitle: Stronly oppose\nBody:\nStrongly oppose this should not be handled by the school. This issue should be handled at home with the childs family. I cannot imagine how the school should be in charge in a matter that does not involve them. The parents should always be informed of everything in order to be there the best way they can be for their child. This approach will not only destroy families but will also destroy the child. Absolutely not, this is irresponsible & destructive. Do not support.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89373", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89373\nTitle: Strongly Oppose\nBody:\nI strongly oppose to the draft model policies for the Treatment of Transgender Students in Virginia's Public Schools.  I wish to reiterate the comments of \"JB\" who articulated this so well.  \"The adoption and implementation of these guidelines will only lead to further confusion among the most innocent and impressionable among us, our children.  Biological truth dictates that there are only two genders, as there have been since the beginning of time, and that it is against the laws of nature to recognize any other genders or to recognize a girl as a boy or vice-versa.\"  It is a scientific fact that we are created as two genders - male and female.  I am appalled that these policies are even being considered and will pray for good sense to prevail and for these policies to not be implemented.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89374", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89374\nTitle: FULL SUPPORT\nBody:\nI fully support the thoughtful and comprehensive Model Policies for the Treatment of Transgender Students in Virginia Public Schools. In reviewing the mission statements of various public school districts across our state it is made very clear that families and schools strive to partner together with the community to empower every student to become a lifelong learner, responsibly and ethically engaged with the global community. The words “ ALL ” and “ EVERY ” are included in each statement. The following are just a few examples taken from missions/values/beliefs of public school districts across the state of Virginia dedicated to EVERY child. Being \"open to change and valuing differences\" (VA Beach) Viewing \"diversity as our strength\" (Fairfax) Recognition of \"each students individuality\" (Floyd) \"Every child, by name and by need to graduation\" (Lynchburg) Being \"an inclusive community that empowers\" (Arlington) Valuing \"physical safety and emotional well being\" (Montgomery) Dedication to \"success for all\" (Harrisonburg) \"Treating all individuals with dignity and respect\" (Albemarle) Now is the time to help every school district align to their mission statements/values and beliefs by ensuring that transgender and non-binary people are included in \"ALL\" and \"EVERY\" in our Virginia Public Schools. My past experience as a parent in the public school system was spent advocating for basic decency and best practices for gender expansive children in an elementary school setting. Some people may feel that some of what is included in the policy goes without saying. I can say from first hand experience, that the intentions and directions must be explicit. For example, in working with my child’s school I was asking that the school discontinue separating kids by binary gender for a class project and modify greetings by saying “good morning kids” instead of “good morning boys and girls.”  Despite my efforts to show the statistics that these types of gender affirming changes create space in the community and SAVE LIVES, the administration responded to this request with, “we cannot provide this direction and make these changes until there is a district policy.” Virginia public schools are asking for this explicit support and the Model Policies for the Treatment of Transgender Students in Virginia Public Schools provides thoughtful, comprehensive support for school districts and the families they proudly partner with. My opportunity to see, love and grow with my gender expansive child has been my life’s greatest gift. I have learned more about myself and the world we live in through them and can see the negative effects of the binary gender normative in our society. I often say, “you don’t know what you don’t know.” Before my child, I honestly did not know. I did not have the understanding that I do now. Creating space for gender diversity in our schools will benefit all people. I also live by, “the more you know, the better you can do.” We can all do better and The Model Policies for the Treatment of Transgender Students in Virginia Public Schools has been thoroughly reviewed and endorsed by psychologists, social workers, student representatives, and the Executive Directors from three of the leading LGBTQ+ support organizations in the state (Equality Virginia, Side By Side, and He She Ze & We), along with policy and education experts to help us ALL do better. I fully support the adoption of this policy because the more we know the better we can ALL do. Our school districts can become better aligned with their stated missions/visions and we can make space in our communities for everyone to be their authentic selves.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89375", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89375\nTitle: Strongly Support\nBody:\nThe data gathered by psychologists over years of practice is clear: Affirming a child's gender identity leads to dramatically lower rates of anxiety, depression, and suicide among transgender children. This alone is a reason that schools should affirm a child's gender identity, protect their privacy as needed, educate school staff, and provide appropriate accommodations to gender-expansive students. Schools have a responsibility to keep their students safe, both physically and mentally, during school hours and school activities. This bill goes a long way toward doing that, and I fully support it.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89376", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89376\nTitle: Oppose\nBody:\nBegin typing to enter your comments. You are limited to approximately 3000 Strongly oppose because in the words of Dr. Meg Meeker, pediatrician, “They [children] are young people with hearts, minds and souls. Every child deserves protection from trauma and humiliation. And every child can learn to be accepting and kind to those who are different. But to force “acceptance” on children when it means causing them to see very private genitalia of the opposite sex, questioning their own ability to believe what they see, and causing more suffering to already troubled children is fair to no one—except, perhaps, the adults who want to see their own agenda promoted.” Young children, especially, should not have to endure the confusion which arises from policies such as this. The authority and influence of parents should absolutely not be undercut by the educational system simply to promote political agendas. The Virginia Department of Education should be focused on the academic needs of our children only.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89377", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89377\nTitle: We Should Not Play Politics With the Serious Mental Illness of Gender Dysphoria\nBody:\nUntil very recently, the scientific consensus was that gender dysphoria was a mental illness. Those who suffered from it were of course to be treated with compassion and understanding. But that didn't mean playing into the patient's disorder, i.e., telling a person with a man's organs that he was a female, and vice versa. In the last several years a vocal political minority has pushed transgender riots as the \"next frontier\" of the civil rights movement, even though no meaningful scientific evidence has arisen to overturn the medical consensus on gender dysphoria. At a time where politics often times seems to trump objective scientific truth, I think it is paramount that our educational establishment hold the line. Children in particular are among the most vulnerable in our society. With that in mind, I believe it's imperative that the State of Virginia and its Department of Education: 1) Seek to treat children with the mental illness of gender dysphoria. 2) Not confuse or traumatize young, impressionable children by normalizing transgender behavior with (i) multigender facilities (i.e., bathrooms, locker rooms) or (ii) pushing fringe third gender pronoun terminology. 3) Not force this latest fad of gender identity politics, which is not supported by the preponderance of current scientific evidence, on private educational institutions (e.g., private schools and religious schools) that do not share these views. I am simply a concerned citizen who believes truth and the good of society, especially its youngest members, should be promoted above politics.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89378", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89378\nTitle: comment\nBody:\nAs a parent, educator, friend, and human, I support the guidance. This document helps provide direction for how transgender issues can be addressed in a way that is safe and supportive for all\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89379", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89379\nTitle: Govt and Education should NOT be Meddling in Gender Identification\nBody:\nThe Govt and School has NO business meddling in a student's gender identification. If parents MUST make sure students attend school or face truancy, then the SCHOOL and GOVT should stay out of a family's guidance of their child's gender identification. If you want to raise kids without morals and values, then God would have made it possible for the Govt and School to reproduce them without human parents. STAY OUT OF Gender Identification Education.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89380", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89380\nTitle: Strongly oppose\nBody:\nThis proposal infringes on the rights of parents to teach their children that gender is NOT subjective and the scientific reality that biological sex means something. Our psychological understanding of self should follow biological reality of who we are vs the other way around.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89381", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89381\nTitle: Acceptance\nBody:\nSchools should provide a safe environment for all students.  I support this policy to the extent it is focused on accomplishing that objective.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89382", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89382\nTitle: Regarding transgender:\nBody:\nWould not be easier and without controversy to build a unit for the transgender. These guidelinnes clearly violete the rights of the non transgender\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89383", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89383\nTitle: I support this policy\nBody:\nSchools should provide a safe environment for all students and teachers.  I support this policy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89384", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89384\nTitle: No to these ideas; Protect children\nBody:\nAs a child, it is fun to pretend we are something or someone other than we are. Over time, however, we need to grow and mature. We cannot remain in fairyland forever. It is time to grow.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89385", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89385\nTitle: STRONGLY OPPOSE Proposed VDOE Transgender Policy\nBody:\nI strongly OPPOSE the proposed transgender policy. Boys and girls need separate facilities. Children should not be encouraged to be transgender. Please let the children grow up with PARENTAL GUIDANCE on transgender and as God and nature intended.  The proposed policy goes to far. The schools have no responsibility for the children after they leave the classroom and should not meddle in a lifelong decision. Once a child reaches adulthood when they understand fully the repercussions of their decision, they can decide on their own.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89386", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89386\nTitle: Tran teaching\nBody:\nNot your  place to teach vdoe to any kid\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89387", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89387\nTitle: Opposed to forcing children of different genders into mixed settings without privacy rights\nBody:\nI oppose the revolutionary notion that children should be forced to share locker rooms, bathrooms, hotel rooms, and other spaces where they have no personal privacy protections.  My daughters should never be in a situation where they have to undress or be unclothed in the presence of a biological male, regardless of that male's decision that he is female.  They also never be required to view a biological male in the act of undressing or being unclothed.  The opposite is also true.  The indecent exposure law is still in force. This is simple common sense.  As long as restrooms exist in Virginia on public or private property for either a single sex or for use by one person or a parent and children, e.g., a recreation center or a private swim club, the indecent exposure laws should apply.  If the VA government is foolish enough to repeal those laws, we'll happily leave the state.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89388", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89388\nTitle: Strongly support\nBody:\nAs an LCSW who works with youth, I support this guidance. It is important we provide support for all students. In order to succeed, kids and teens to feel comfortable in their homes and at school, and this guidance would allow all schools to be equipped with the policies and procedures they need to confidently provide a safe and inclusive educational experience for all students, especially our LGBT youth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89389", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89389\nTitle: Oppose transgender regulations proposed by VA Department of Education\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89390", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89390\nTitle: I am opposed to this guidance document\nBody:\nI disapprove of the VDOE's proposed guidelines based on the radical theories to eliminate the distinction of male and female distinctions and indoctrinate children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89391", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89391\nTitle: opposed\nBody:\nSchools should not be accommodating the harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89392", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89392\nTitle: HB 145 AND SB 161  Transgender Policies\nBody:\nThese two proposed policies, HB 145 and SB 16l  articulate views that are far different from those of many parents.  Especially one view, \"That gender identity is considered an innate quality that most children declare by age five to six.\" Through endorsement of views like these that infringe on the First Amendment rights of parents, the VDOE has gone far beyond the path the General Assembly prescribed.  Schools have a duty to protect the bodily privacy and dignity of all students and no child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a student of the opposite biological sex.  Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations.  I STRONGLY OPPOSE THESE TRANSGENDER POLICIES PROPOSED BY THE VIRGINIA DEPARTMENT OF EDUCATION.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89393", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89393\nTitle: treatment of transgender students\nBody:\nAs a parent, educator, friend, and human, I support the guidance. This document helps provide direction for how transgender issues can be addressed in a way that is safe and supportive for all.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89394", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89394\nTitle: please be kind and supportive to transgender students\nBody:\n\"As a parent, educator, friend, and human, I support the guidance. This document helps provide direction for how transgender issues can be addressed in a way that is safe and supportive for all. \"\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89395", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89395\nTitle: Opposed\nBody:\nI fully oppose the transgender policy being proposed/instituted by the Virginia Department of Education for the upcoming school year. It is inherently wrong for my daughter to be subjected to possibly intimate situations with a Male just because he identifies as a female. This is morally wrong and harmful to those children with traditional views of male/female identification. Please do not enact this policy change.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89396", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89396\nTitle: Support strongly\nBody:\nAs a parent, educator, friend, and human, I support the guidance. This document helps provide direction for how transgender issues can be addressed in a way that is safe and supportive for all.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89397", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89397\nTitle: I oppose\nBody:\nI oppose this policy as it will create chaos and confusion to all parties involved, please vote NO\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88641", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88641\nTitle: Transgender policies\nBody:\nThese changes for protection of transgender students are critical. And obviously much education needs to be conducted regarding transgender issues. I would be willing to bet that the vast majority of people voicing opposition have never even net a transgender person\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88642", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88642\nTitle: Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nBody:\nI am outraged and strongly object to the  Policies for the Treatment of Transgender Students in Virginia’s Public Schools being considered.  It is destructive and divisive.  It creates an aura of secrecy and mistrust among our teachers, students, and their families.  It violates the rights of parents and undermines the authority of teachers and school officials.  It encourages adolescents to \"make a decision\" about something that is already decided by their DNA thus causing more harm and confusion for students that are already struggling in the uncertainty of our current times.  I cannot imagine what could possibly cause our government to consider imposing such harmful policies on our citizens.  PLEASE DO NOT APPROVE THESE UNFAIR POLICIES!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88643", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88643\nTitle: Strongly Oppose\nBody:\nWhile this policy may be on the table to promote equal treatment of all regardless of gender or sexual identity, it in effect will create an atmosphere that is impossible to manage and will result in greater problems.  The policy is overreaching, taking away the roles and responsibilities of parents and guardians.  It will cause greater confusion in students who already are dealing with so many confusing things in the culture.  If the policy is followed as proposed, it seems like a young man may end up seeing a young woman, who identifies as a man, topless.  I understand striving to promote equality, but the young men seeing young women topless will not equate to a proper environment for education or school athletics.  The rights and protection of all are endangered in this policy.  Not to mention, if a person may identify as a man one day and a woman the next, how will any in position of leadership be able to provide proper care and protection in such cases?  This policy needs significant work to accomplish what it is generally striving to accomplish.  I strongly oppose.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88644", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88644\nTitle: Strongly oppose\nBody:\nIn order to truly support the life of each and every student and teacher within the Virginia Department of Education's system, I STRONGLY OPPOSE the proposed model policies for the treatment of transgender students in Virginia's public schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88645", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88645\nTitle: Support This Guidance and Trans Students\nBody:\nAs an educator who has worked in Harrisonburg, Fredericksburg, and Charlottesville, I support this guidance. Studies have shown that affirming policies like the K-12 guidance reduce the risk of bullying, peer violence, harassment, suicidal thinking*. Transgender students deserve to feel supported and affirmed in educational spaces. They are then better equipped to learn, engage with peers, and positively contribute back into their communities. This guidance will help schools to provide the best learning environment possible for creating a truly equal Commonwealth. *Source: Russell S.T., Pollitt A.M., Li G., & Grossman A.H. (2018). Chosen name use is linked to reduced depressive symptoms, suicidal ideation, and suicidal behavior among transgender youth. Journal of Adolescent Health, 63 (4), 503–505.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88646", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88646\nTitle: Please Support\nBody:\nTransgender students face high rates of abuse, suicide, murder, homelessness - the barriers are endless. This guidance will allow them to feel safe for at least a moment in their schools. I encourage anyone with concerns or suspicions over this guidance to do some real research on the experiences of transgender children and to try and have some empathy for an experience that, while not matching your own, is still valid and important.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88647", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88647\nTitle: Yes to this Guidance\nBody:\nthis would have changed my life had it been in place when i was going to school. i would have felt more loved and accepted. i would have felt more okay with going to school, instead of terrified. it woudl have protected me from some of the painful experiences that teachers and kids brought into my life. please support this guidance\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88648", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88648\nTitle: I strongly oppose these policies\nBody:\nWhile we must show compassion to those experiencing gender confusion/dysphoria, policies such as these are a dangerous move toward state influence on children, placing its authority over and above that of parents. A move toward normalizing state indoctrination of youth on matters of sexuality will lead us in a regressive direction as a nation. Matters of gender and sexuality are the purview of parents and families, not of public school teachers. Though some parents/guardians may teach or encourage ideas some may view as harmful, to believe that the state will be a better actor is truly misguided, and we dare not move in that direction.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88650", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88650\nTitle: dangers of proposed transgender policies\nBody:\nThe proposed transgender policies can have a very harmful effect on large numbers of student while only a slight possible effect on a very few. 1.Girls sports could be practically demolished by these transgender rules as can be seen by their effect in Connecticut. Dozens of girls were denied wins and notice by college recruitment because two boys said they were transgender. 2.Girls, especially those who have already suffered sexual abuse, could be very traumatized by boys in their personal space such as lockers, bathrooms, sleeping arrangements, etc. 3.Focusing in on the outward signs for transgender claims halts most other attempts to help students with transgender claims. 4.These policies would negate many of the positive benefits girls and women have striven to attain for the last fifty years while still not addressing many of the problems doctors and psychiatrists have documented that transgender people actually have.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88651", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88651\nTitle: Absolutely oppose\nBody:\nIf we are truly concerned about trans youth and not the desire to force others to kowtow to an 'agenda', then this is going about it the wrong way. Parents need to be aware of what is going on in their children's lives or they will not be able to help. Trans youth have a statistically higher risk of suicide. It is a very rare parent who would wish that for their child. Giving parents information to help their child instead of hiding the child's desires, mistakenly gives 'woke' writers of this bill that educators and administrators, many of whom do not have children themselves, are helping a kid that they see for a year instead of parents who have loved their child over a lifetime. Why aren't we encouraging children how to have actual conversations with their parents instead of lying (by omission) to the parents? Why would parents ever trust teachers again? All teachers I know tell me that dealing with parents is the worst part of their jobs. Is this somehow going to make those relationships better? In regards to punishing teachers for slip ups that could occur when addressing a child, has anyone of the sponsors actually been to a school? My best friend thirty years ago in high school would have switched genders every other day just to stick it to teachers. But I'm sure no child would do that today.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88652", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88652\nTitle: Vehemently OPPOSE ALL\nBody:\nAs a father  of a public school child and husband of a public school teacher of 20 years, I strongly opposed any and all adoption of said gender policies. They are absolutely abhorrent to our civilized society, not to mention in direct violation of our constitutional rights regarding religious beliefs. If adopted, and I fervently pray that our leaders do what is right and not what they think or feel is popular in today’s culture and dismiss these proposals, I will immediately withdraw my daughter from the system and my wife will most likely resign. These actions are crossing the line of what is not only scientifically and biologically established but in direct conflict with what my and millions of Virginians’ religious affiliations teach and abide by. Citing specific parts of these guidelines is futile because it is absolutely preposterous that any of them should be considered. There is no compromise without violating the 1st Ammendment of the U.S. Constitution of those of us who vehemently oppose these ridiculous measures. I implore you to do what is right and not force Virginians like my family to make the decision between leaving the teaching profession and withdrawing from public school or answer for complying on judgement day. THAT is the direction the VDOE is heading. Do what is right. Do what is noble. Do what is CONSTITUTIONAL and reject and/or dismiss implementation of these policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88653", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88653\nTitle: Inclusion, safety, and support for all learners.\nBody:\nA safe and inclusive Education for all learners is an essential foundation of public education.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88654", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88654\nTitle: Totally opposed\nBody:\nI am totally opposed to this legislation on transgender identity. You are bypassing parental authority, infringing on student's moral sensitivities, and asking teachers and school personnel to forfeit their beliefs.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88655", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88655\nTitle: School “Transgender” Policies\nBody:\nI strongly oppose!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88656", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88656\nTitle: Do not approve VDOE draft model policy for transgenders\nBody:\nDO NOT APPROVE\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88657", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88657\nTitle: Strongly oppose these proposed transgender policies\nBody:\nWe recommend that those at VDOE who are considering policies for the treatment of transgender students should familiarize themselves with a book by Abigail Shrier entitled Irreversible Damage: The Transgender Craze Seducing Our Daughters. Based on thousands of interviews she documents the epidemic of young teenage girls suddenly exhibiting \"rapid onset gender dysphoria\" following intense social media immersion or as part of a friend group with other members suddenly claiming to be transgender, without previous signs of gender confusion. \"These are the same girls that would have been anorexic. They would have been bulimic. They are high anxiety, very precocious girls but they don't really fit in.\" Confused, lonely, misguided and vulnerable, they find that if they declare themselves to be transgender they see a big improvement in their social status. They are praised online, gain attention, new friends and their teachers hold them up as being courageous.  They can self-diagnose as transgender and get access through Planned Parenthood to testosterone. This begins a dangerous, life altering path. This \"craze\" needs to be discouraged, not encouraged in the school system by making it \"cool\" to be transgender.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88658", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88658\nTitle: Gender\nBody:\nThere are only two genders.  Male and Female.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88659", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88659\nTitle: Absolutely reject to ALL of this!\nBody:\nI do NOT approve of these proposed guidelines based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children.  It is appalling that these are even being put into consideration.  The Commonwealth of Virginia has gone off the deep in the past 20 years!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88660", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88660\nTitle: New rules for Virginia schools\nBody:\nNobody want these children’s to be bullied or to suffer in any way but why is so important to make everybody else suffer instead??  You and I both know the middle school/high school boys are going to put on skirts or whatever and go into the girls bathrooms just to create chaos.  They can’t be questioned you say (according to the new rules).  I come from a genetics background and know of all the variants that can occur that we also don’t know all the reason/causes this happens.  They exist all around us.  We’ve taught our children to love and be good to everyone because God loves everyone and has placed all people here for us to live with and be kind to.  We did not teach them that others would try to press an agenda on them so as to not allow them privacy they may want while they’re are in school. If a person presents as a girl/boy you treat them like a girl/boy.  They have entered the REAL world you have not entered theirs.  I’d think those poor children suffering would understand that above everybody.  They want to be normal ... or what they perceive as normal.  Men transitioning to women and taking over sports and venues because of the natural enhancement that comes with a male Y doesn’t sound fair to me.  The only fair way to address this is male sports, female sports, and all the rest in a group category of male to female and female to male.  That way all competition will be fair and equal which is what everyone wants.  The new rule makers are not seeing the forest for the trees. Maybe they should spend their time making “rules” for how parents should raise their children...or make it simple...bring God back into the schools instead of communists.  You all are reaping what you have sown.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88661", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88661\nTitle: School Gender Policy\nBody:\nThis policy, like so many being proposed these days, is absolutely RIDICULOUS!!!  It is beyond my comprehension how so-called educated leaders of our state and country can even have the gall to present this ludicrous policy!  This would not solve ANY issue, but it would create so many more, and only prove to make life so confusing for the children, but for some reason, you seem to think would be beneficial.  Your thinking is very flawed!  There are ONLY 2 GENDERS, male and female, and they were created by God, whether you believe in Him or not!  Human beings need to understand that they have no authority OR ability to change or create new genders. I say put yourself in the place of ANY ONE OF THESE CHILDREN and imagine how you would react and how you would handle the total confusion you are proposing to put them through.  Would you want to be faced with this?? As a citizen and a tax payer, I EXPECT SO MUCH MORE from our elected officials, so please use some common sense and BURN THIS PROPOSAL!!!!! The fact that the gender disphoria affects such a minor percentage of our population, how is it that you cannot focus on HELPING these children by proposing mental health help for them, and let the parents help their children through these trying times rather than shutting them out. I pray for those of  you in office to find some COMMON SENSE!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88662", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88662\nTitle: Trans Educator Here. I Support this Document.\nBody:\nAs a transgender educator based in Virginia, I have worked closely with transgender and gender non-conforming youth for the past six years, and I know quite well—better than many of the other commentators here—the many barriers that trans students currently face. Even in my own adult life, I have faced situations wherein people have refused to use my correct name or my pronouns. I have been mistreated when seeking services, including medical assistance. I have had to jump through many hoops in order to get access to the same basic protections and rights that so many cisgender Virginians enjoy. Transgender students in Virginia face these same challenges yet amplified even further by the circumstances of their age and their lack of agency in their educational settings. All of the model policies outlined in this guidance document are a step in the right direction: they provide clear guidance for school systems in how to create safe and supportive educational settings for transgender and gender non-conforming students. Title IX stipulates that a student's access to education cannot be limited on the basis of sex. To that end, we must act to protect the rights of students to be free from gender-based discrimination and harassment in our schools. I wish when I was a student, back in the day, that these policies had been in place. Let's act now to make our schools safer for the young people of today and tomorrow. I support this guidance document 100% and I am grateful to all the people that worked on it.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88663", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88663\nTitle: Strongly opposed\nBody:\nIt is unclear how this does anything to make children any smarter and seems to strongly encourage bad behavior. It removes all accountability from the students. Boys will be able to follow little girls into bathrooms because they decided the are now a girl too? Other countries’ children are crushing our children in today’s global economy. Please explain how this makes our children smarter. It seems putting more effort into teaching STEM topics and/or personal finance would be far more fruitful then spending resources on this. Please rethink this approach.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88664", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88664\nTitle: This is crazy! I do not support any of this\nBody:\nThese policies undermine parental rights. These are children, minors and the school does not have the right to go against parents. These policies are insane.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88665", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88665\nTitle: fully support\nBody:\ntrans students deserve safety and resources\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88666", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88666\nTitle: We support\nBody:\nwe wholeheartedly support all positive guidelines for transgender students.  We support wholeheartedly\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88667", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88667\nTitle: OPPOSED\nBody:\nYou would do terrible damage to young people by incorporating these policies.  Much of what is introduced is scientifically questionable.  Suggesting that a genetic male is interchangeable with a genetic woman or vice versa is patently absurd and contrary to elementary school science. Studies show that adults who have received gender re-assignment surgery have exacerbated symptoms of depression and suicidal tendencies and regret their decision to have surgery.  Presenting this option to children in the guis of education is a sick form of abuse that should not be countenanced. Ultimately, girls will be the greatest victims of this bizarre re-ordering of reality, as they are forced to compete with boys on the athletic field and change with them in a locker room.  I really can't believe this is even being debated, and it shows how irrational and insane our society has become.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88668", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88668\nTitle: fully support\nBody:\nHi, my name is Ashton Cumpston I'm a transgender student at a high school in Manassas Virginia. I strongly support this policy as school is a type of escape for a lot of individuals I know as their parents/guardians are not supportive. Rights are rights and should not be argued against\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88669", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88669\nTitle: Full Support\nBody:\nThis is an amazing idea. Respect EVERYONE! I am in full support of these policies!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88670", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88670\nTitle: Strongly Oppose!\nBody:\nYou are endangering the minds of young children and trying to indoctrinate the young. Schools have no right to do this. We will promptly remove our children from public school should this occur. We are the parents not you. Stop wasting your time and energy on nonsense. Start focusing your energy on keeping the schools open !\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88671", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88671\nTitle: Oppose\nBody:\nOppose the proposed guidance document for basis of future legislation in the commonwealth of Virginia.  Proposed legislation on any of these proposals should be held by statewide referendum.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88672", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88672\nTitle: Strongly support\nBody:\nAs a parent of a child in Albemarle County I am writing in strong support of the guidelines being put forth. Every student should feel included and protected by our schools without question.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88673", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88673\nTitle: FULLY SUPPORT\nBody:\nEvery student deserves the same treatment under the law. Transgender students are no exception. I urge our legislators to protect transgender students and help people get beyond their prejudices and rigid ideas of who is deserving. This nation was built on the premise of equality and fairness and this is a good way to embody that. Wendy Radding, LCSW, RPT, CATP\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88674", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88674\nTitle: STRONGLY oppose - Let LEGAL GUARDIANS parent\nBody:\nMy husband and I are looking into private schools and public school alternatives specifically BECAUSE of these proposed policies. The main reason is that it is TAKING AWAY PARENTAL RIGHTS. My husband and I are the legal guardians of our children. The school not advising us of an identity that my child has adopted (or possibly been convinced of by peers and other influences) at school is WRONG. The school should be a place of PARTNERSHIP between families and their children. It is not up to the school/state to allow my child to make decisions about their body without my consent. This applies to other issues as well.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88675", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88675\nTitle: I strongly oppose these policies and guidance\nBody:\nI am strongly opposed to the Virginia Department of Education’s proposed model policies and guidance regarding transgender students in the public schools.  If enacted, these guidelines will endanger children’s cognitive and psychological development because they cause confusion about the reality of the human body and the meaning of sex.  The reality is that every human has either xx (female) or xy (male) chromosomes in every cell of the body, and the human being is a unity of mind and body.  Thus no one is ever “born in the wrong body.”  A mental decision does not change this reality.  It is not possible for a boy to become a girl or a girl to become a boy, despite what one might desire.  Gender dysphoria is condition that needs to be compassionately addressed with counseling by a therapist knowledgeable about this condition and its healing. It would be abusive to encourage children in a delusion that will be harmful to their healthy development and their future.  It is also harmful to other children who will be confused about the reality of their sexual body. Moreover, these guidelines violate parental rights.  Parents have the primary responsibility for raising their children and only delegate this responsibility secondarily to schools, yet these guidelines recommend keeping parents in the dark about their child’s delusional desires.  Children cannot know the consequences of decisions based on such desires.  Parents need to be informed and involved with the positive sexual development in their child and with any counseling provided. Teachers also have the right to be well-informed on these issues and not forced to adopt a gender ideology they don’t agree with.  Both teachers and parents may have religious principles that need to be respected and that would be violated by imposing a conflicting ideology.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88676", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88676\nTitle: Support the Transgender Policy Guide!\nBody:\nI wanted to voice my strong support of the Virginia Transgender Policy guide. This policy guide will help protect trans students (my son included), while giving direction to others so they can easily understand how to make schools inclusive and welcoming.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88677", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88677\nTitle: I Oppose this subversion of truth\nBody:\nI 100% oppose this subversion of truth. It is scientific fact that we exist as men and women and there are no other genders.  Let's stick with the truth and reject the nonsense of gender identity and fluidity.  Teach children to accept the gender they are and work with it.  The more complicated the state and local governments make the laws, the more miserable society will become.  Rules rules rules!  Ease up and back off and let the truth prevail.  It will set people free.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88678", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88678\nTitle: Strongly Oppose\nBody:\nAll students should be treated fairly and with respect.  These policies, however, DO NOT provide fair or equal treatment. In an attempt to provide equal treatment, these guidelines actually make matters worse for other groups. It is absolutely unfair for females to be forced to share a bathroom or locker room with a biological male.  It is also unfair, and I believe unconstitutional to force school employees to disregard their personal religious beliefs in order to comply with these guidelines.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88679", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88679\nTitle: Antidote Treating Gender Confusion Known to NIH for Two Decades\nBody:\nhttps://pubchem.ncbi.nlm.nih.gov/compound/pimozide#section=Other-Identifiers It is necessary to prevent non-reversible mutilation of a child's body which would forever prevent them from leading a normal life and having children. There is a known antidote to Gender Confusion. It is a medication known as Pimozide. We know that Abortion Clinic receive at least millions if not billions in Federal Money to give out life altering hormones which will alter a young person's body, again irreversibly.  However, generally it can be said that almost everyone is unaware that there is a medication which successfully treats the feelings of Gender Confusion prior, curing these confusing feelings certain children/young adult suffer with at different times in their lives. If schools are going to receive acknowledgement to allow Best-practices, Gender Transgender Policies, disseminating and educating people about Pimozide, as the first time treatment to permanently altering one's bodies, making them forever unable to be the person they were born, must be allowed. More than 50% of people who are Transgender, who commit suicide, do so just after they complete gender reassignment. Obviously, there is regret to their decision. Giving every option to going through this process and possibly having a typical family must be attempted. Please review the link with the medication at the top of the comment. Thank you for your time. Michelle Lane, MSN, RN M.Lane@MiddleburgHomeCare.com Michelle Lane-Smithwick\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88680", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88680\nTitle: Draft model policies for the treatment of transgender students\nBody:\nLuke 17 : 1-3. Jesus said to his disciples: Thing’s that cause people to sin are bound to come, but woe to that person through whom they come. It would be better for him to be thrown into the sea with a millstone tied around his neck than for him to cause one of these little ones to sin. So watch yourselves. I strongly oppose any of these policy proposals\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88681", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88681\nTitle: DO NOT PASS THIS.  God does not make mistakes!!!\nBody:\nThis is an abomination if passed.  Legislation such as this only proves that Jesus Christ is coming back very soon.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88682", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88682\nTitle: I do not agree with this guidance.  This is not in the best interest of ALL of the students.\nBody:\nI do not agree with this guidance. This is not in the best interest of ALL of the students.  This takes family issues outside of the family.  What about students that would feel violated or have their privacy rights violated by the bathroom/locker room issue.  Or a family’s right to not introduce their children to these topics at young ages.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88683", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88683\nTitle: Against\nBody:\nI am 100% against teaching students of any age and in any school that males and females are not different sexes to be determined at birth by the child being born with either a penis or a vagina. This should not be taught during school but at home by their parents however they feel as to rather they consider being transgender as normal and should be examined further or like my family that it is not normal and believe male's are males and females are females period. No muti-sex public restrooms, no letting males who identify as female take gym classes or other classes where clothes will be removed. I will never understand how this was ever even seriously taken as an issue especially to be a part of teaching at school. So, in today's society this is acceptable in todays schools but Prayer, teaching and reading the Bible is prohibited, you can no longer decorate your classrooms for Christmas or even wish others a Merry Christmas as it is now considered politically incorrect, which always seems to be listened to while Christians and our beliefs and traditions are no longer allowed in todays society and schools and you can surely tell by the wicked ways of today. So a great big no on this policy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88684", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88684\nTitle: Strongly Opposed\nBody:\nI disagree with this policy on a number of fronts. I believe in maintaining student safety, but this should not been done in a manner that forces ideologies upon others that they do not believe. I also would never agree with ANY policy that blatantly usurps parental knowledge or requests parental guidance/rights be transferred to a public school teacher or anyone else. This policy is short-sighted, one-sided, seemingly agenda-laden, does not make common sense and is ultimately self-defeating. It will not provide safety, but division, confusion, destruction and anger. STRONGLY OPPOSED.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88685", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88685\nTitle: Strongly disagree with these policies\nBody:\nI not approve of the proposed guidelines based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children. These policies would create chaos in our school system and are not in the best interests of ALL our children. What about the rights of the children who are forced to visit the same bathroom as the opposite sex or the rights of the family to teach their own children about these delicate topics. The school system seems to want the families' support with helping the students manage their homework, etc., but then they want to take the rights of the family away with issues like this. It is scientific fact that human beings are born either male or female. If there was another option, we would see it at birth. Adding these policies to the school system would create more confusion and chaos on both sides of this issue than currently exists.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88686", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88686\nTitle: Do NOT Support\nBody:\nNo way I will support this. There are better ways to help the few students that this affects other than forcing everyone to conform.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88687", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88687\nTitle: Completely opposed to this rejection of basic biology\nBody:\nWill remove my children and my tax money from the district if this passes. My children's understanding of male and female is not something you or anyone else has the right to distort just because a very small percentage of people feel a certain way.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88688", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88688\nTitle: I strongly oppose the proposed gender policies\nBody:\nThe VDOE's draft transgender policies fall completely outside the mission and purview of public education. Schools have no business engaging in this level of social engineering.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88689", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88689\nTitle: Educator in full support!\nBody:\nSchools should be a safe and inclusive place for all students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88690", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88690\nTitle: FULL SUPPORT\nBody:\nI fully support the draft guidance provided by the VDOE. As a dance teacher, I have the privilege of working with students from multiple school systems including Fairfax County, Loudon County, Frederick County and Winchester public schools. A child's experience in the education system can be both positively and negatively transformative. The above guidance is one that will set ALL students up for success, specifically LGBTQ+ students. EVERY CHILD is worthy of such success. This guidance will allow schools the opportunity to be properly equipped with policies and procedures needed to provide a safe and inclusive educational experience for EVERY student.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88691", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88691\nTitle: Dress and address policy in regards to transgender people\nBody:\nI strongly disapprove of these guidelines.  Not only are they inconsistent they also put an unfair burden on other students and staff.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88692", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88692\nTitle: Transgender school policy\nBody:\nI do not approve of their proposed guidelines based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88693", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88693\nTitle: I support a safe and inclusive environment for all of our children.\nBody:\nI support a safe and inclusive environment for all of our children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88694", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88694\nTitle: Strongly Support\nBody:\nAs a parent of a transgender student who was able to thrive because of supportive educators, mentors, and counselors, and thus graduate with honors from both high school and university because of that inclusive support, I strongly support the proposed guidance for ensuring a supportive and inclusive environment for all transgender and non-binary students. Not all transgender/non-binary students have that supportive environment, and it's a detriment both to their mental health and academic thriving. And when their home environment has hostile/toxic parents/grandparents, schools are a haven when they have supportive counselors, administration, and teachers/mentors supporting those students for who they are.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88695", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88695\nTitle: Strongly oppose.\nBody:\nI care about children that are confused about their gender identity, but it was wrong to have outlawed the unbiased counseling that could have helped them, and it will be doubly wrong to put into place these proposed guidelines.  These guidelines will lead to tremendous confusion and chaos from children sincerely seeking help, as well as from those students (and parents) simply seeking to disrupt our educational system and to use it as a tool to indoctrinate all children into a lifestyle meaningful only for a miniscule portion of the population.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88696", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88696\nTitle: Gender Transitioning Policies Harm Vulnerable Children who Deserve Educator Protection\nBody:\nReferring to https://townhall.virginia.gov/l/GetFile.cfm?File=C:%5CTownHall%5Cdocroot%5CGuidanceDocs_Proposed%5C201%5CGDoc_DOE_4683_20201208.pdf&eType=EmailBlastContent&eId=c88e8b38-0b61-495c-b4b5-bad1b745bd0d&eType=EmailBlastContent&eId=ba2a2c32-3602-4793-a87a-c65e1e2bba9a . This agency may not yet understand that the U.K. has ruled that Doctors Have a Legal Duty to Protect Children in Gender Transition.  It is a matter of time before a similar ruling happens in the U.S., and will affect any such policy in Virginia.  Children deserve educator protection. A young woman in the United Kingdom (U.K.) has prevailed in her lawsuit that doctors should have protected her from her gender transition. Ms. Keira Bell, a 23-year-old woman who began taking puberty blockers when she was 16, was injected with testosterone at 17 and had a mastectomy aged 20, before 'detransitioning.'  She brought a law suit against the U.K.’s National Health Service gender clinic, arguing that she was too young and vulnerable to understand her circumstances, and that doctors should have challenged her transition. The Daily Mail reported that while Bell was cancelled by social media for her legal actions, the U.K. High Court found in her favor, holding that children under 16 cannot properly consent to their own gender transition.  See Ms. Bell’s post-judicial video , putting her own voice to her concerns about protecting vulnerable children. The Court held that children must understand “long-term consequences of treatment.” The judges said in their ruling: “It is highly unlikely that a child aged 13 or under would be competent to give consent to the administration of puberty blockers.”  It added, “It is doubtful that a child aged 14 or 15 could understand and weigh the long-term risks and consequences of the administration of puberty blockers.”  Hereafter doctors must seek court approval before prescribing puberty blockers. That protection is not in the policy. Legislators and educators concerned for vulnerable children understand this process of protecting children dealing with gender dysphoria is key to healthy children and families.  These new proposed policies should be opposed to protect children, and to avoid lawsuits like this one, against Virginia educators.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88697", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88697\nTitle: Parent support LGBTQ+ Students\nBody:\nI support the draft guidance provided from VDOE. I have a personal relationship with a transgender child and I want schools to be an inclusive, safe space for her and for all children. This guidance will provide a safe environment for LGBTQ+ students. It will make school be a place for children to grow and learn, and not be discriminated against. This is a step in the right direction.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88698", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88698\nTitle: Vehemently Oppose\nBody:\nThis legislation is to the detriment of the vast majority of students and completely eliminates parents from having in say in the life of their child. You cannot expect teachers, principals, guidance counselors to monitor all of this. Young girls should NOT be subject to any boy who wishes to \"claim\" a different sexual orientation coming in their restroom or locker room - the potential for abuse is very high. This DOES NOT protect all students and is incredibly discriminatory.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88700", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88700\nTitle: Oppose this very much!\nBody:\nThe goal of education is to educate.   The primary goal is for students to attain an education that will gain them access to a more productive life. We are not to address one group of people as more important and take away from our primary goal. School is for education only.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88701", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88701\nTitle: Strongly Oppose\nBody:\nI do not approve of the proposed guidelines based on radical theories that eradicate all distinctions between male and female and indoctrinate my grandchildren. Gender-based policies stand in opposition to natural law and settled science. The definition of “Gender identity” is completely subjective to each person claiming it, hence it cannot possibly be known by anyone except that person. Since it cannot be tested or ascertained by any objective method, nothing could prevent any student from constantly “changing” their “gender identity” to exploit many situations. Parents who encourage their children to embrace their God-given sex would be at risk of being reported for child abuse or neglect by the school.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88703", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88703\nTitle: This is pathetic.  STRONGLY STRONGLY OPPOSE\nBody:\nIn an effort to \"protect\" an incredibly miniscule portion of the school population, you impose compelled speech on your teachers and staff, not to mention overstepping your role.  You are supposed to be academic educators. PERIOD.  You are not arbiters of social policy and you are not guardians of psychological health.  You are overstepping your role and the hubris and condescension is remarkable. Let's stick to a basic rule and we'll all be OK:  Treat others as you would like to be treated.  Use common sense!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88704", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88704\nTitle: Strongly Support!\nBody:\nLGBTQ+ kids are at a greater statistical risk for being bullied out of school or kicked out of their home. Nobody deserves that but especially young people without any means or even a fully-developed brain. Comprehensive, kind, data-supported measures with positive outcomes for LGBTQ kids often translate to positive outcomes for society once those young folks grow into adulthood. Do it up!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88705", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88705\nTitle: \"I support the draft guidance provided by the VDOE\nBody:\nI strongly support the draft guidance provided by the VDOE. If it were my child struggling with these issues, I'd do everything in my power to make sure he/she was given the same safe education as his/her peers. I support this guidance because I feel that every single student should be in a school environment that is nurturing, safe and welcoming.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88706", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88706\nTitle: I support a safe and inclusive environment for all of our students-fully support!\nBody:\nI fully support a safe and inclusive environment for all of our students.  Thank you to all who created this document and guidance.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88708", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88708\nTitle: Strongly Oppose\nBody:\nI am a parent and Virginian and write to oppose these policies, which run counter to human biology that has proven conclusively that male and female chromosomes are part of our DNA. This policy violates parental rights and undermines the parent-child relationship.  Schools will be permitted to help a student explore, facilitate and make decisions regarding their gender expression of sexual identity while at school, without a parent even knowing!  Parents will not be notified that their child is being interrogated by school officials for allegedly violating these policies, or have the opportunity to intervene on their child’s behalf, UNLESS the complaints are not resolved “at the school level.”  All students will be allowed to use any bathroom or locker room they choose, without being questioned by any school administrator or faculty, eliminating privacy and safety of students in states of undress. In addition, the policies provide absolutely no exceptions or accommodations for a student or teacher whose religious faith, conscience, or understanding of biology and sociology prevents them from being able to go along with the “transgender” ideology and policies. Finally, the requirements for schools to maintain gender-neutral dress code standards will cause disruptions and distractions, permitting boys to wear skirts and girls to go topless in activities where boys can – such as swimming activities or teams.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88709", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88709\nTitle: I strongly support\nBody:\nAs a student here at the University of Virginia, I see how it can hinder students learning capabilities when all parts of their identities are not recognized or acknowledged. I fully support this and hope you all do as well. Every place meant to educate should be a safe and welcoming space.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88710", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88710\nTitle: DO NOT SUPPORT PROPOSED TRANSGENDER POLICIES IN VIRGINIA PUBLIC SCHOOLS\nBody:\nResearch this travesty, parents.  Read the book When Harry Became Sally . Suicides increase over the attempt to be another sex.  It is impossible.  Genes cannot be changed. Separate bathrooms, separate showers are in order. Common decency and respect for modesty is the norm, not the exception.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88711", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88711\nTitle: Pimozide: Dopamine Antagonist Reverses Feelings/Thoughts of Gender Confusion As First-line Treatment\nBody:\nBest Practices School Gender Confusion/Transgender Student Issues There is a known antidote to Gender Confusion. It is a medication known as Pimozide and has been used for several decades. This dopamine antagonist should be discussed and offered as a first-line treatment for Gender Confusion as a comprehensive part of Best Practices for Public School Education. The medication's NIH Links is: https://pubchem.ncbi.nlm.nih.gov/compound/pimozide#section=Other-Identifiers Having children begin Hormone Replacement/Blockers then battle the traumatic threshold of changing bathrooms/sport teams, etc, has been proven unnecessary, when offered Pimozide first. Further, taking opposite sex Hormones has been linked to serious health and psychological and educational dysfunction including: Loss of bone mass/Shorten Stature Liver damage/Risk of Liver Failure Reduced Brain Growth/Learning Disabilities/Lowered IQ If schools are going to receive acknowledgement to allow Best-practices, Gender Transgender Policies, disseminating and educating people about Pimozide, as the first-line treatment for children is the most reasonable approach. Children should not move directly into medications which will halt normal physiological and psychological function. Children should never move to Hormone replacements until they are over the age of Eighteen years old and make their own decisions due to the life-long negative impact on brain growth, and other physiological issues, leading to reduced long-term scholastic, educational and career goals. More than 50% of people who are Transgender, who commit suicide, do so after they complete gender reassignment. Obviously, there is remorse to their decision that everyone always agrees they tried to help manage prior to the suicide. Surviving Transgenders often state that they felt they were too far gone or, they believed they had passed the point of no-return because the Hormones drastically and typically permanently altered their bodies . Further, schools should never encourage the use of getting quick access to Hormones from Abortion Clinics, which are nearing street level assess of these hormones with little or no medical over-sight and medical management. Taking hormones require long-term observation and frequent lab testing, diagnostic testing and clinical evaluations to prevent injury or death. Moreover, it can be said that most people are unaware of Pimozide, despite being used to treat feelings of Gender Confusion for multiple decades. Therefore, schools must discuss the medication Pimozide first, as Best Practices, to any, and all students who have any belief that they have Gender Confusion before they are confronting the changing gender bathroom issues and sports teams, friend groups, clothes, hair cut, etc., and all of the increasing the disruptiveness students will experience which increase their overall stress at school and at home. Please review the link with the medication at the top of this comment. Thank you for your time. Michelle Lane, MSN, RN M.Lane@MiddleburgHomeCare.com Michelle Lane-Smithwick\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88712", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88712\nTitle: I Strongly OPPOSE\nBody:\nThis policy is agenda-laden and forces educators and students to accept an ideology that contradicts reason and religious beliefs.  It will not be upheld by the courts.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88713", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88713\nTitle: Support for Model Policies for the Treatment of Transgender Students in VA Public Schools\nBody:\nHello, I'm writing to voice my strong support for model policies for fair, kind, welcoming, affirming, and inclusive treatment of transgender students in Virginia Public Schools. I have many friends, peers, and young children of said friends/peers who identify on the LGBTQ+ rainbow.  I believe all people should be treated with respect, inclusion, and affirmation of their identity.  I support this guidance because I want all children to be in a school environment that is safe and welcoming for everyone. Thank you, - Jen Arcidicono\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88714", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88714\nTitle: Strongly support VDOE guidance\nBody:\nI strongly support the draft guidance provided by the VDOE granting transgender, non-binary, and gender-expansive students equal rights and protections under the law. As a former school administrator that worked directly with this population, I experienced the limitations of the existing protections and witnessed the discrimination faced by vulnerable students. Having clear guidance that is promoted by the students and families most negatively impacted by discrimination, will improve the lives of children, school staff, and community members. I urge you to support the VDOE guidance so that children can experience a healthier school environment more consistently across the state. Sincerely, Emily Mathon\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88715", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88715\nTitle: STRONGLY OPPOSED-  DO NOT SUPPORT model policies for the treatment of transgender students in VA\nBody:\nPlease opposed this dangerous policies strongly opposed the degeneration of children\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88716", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88716\nTitle: Support Evidence-Based Policy to Protect TGNC Youth\nBody:\nAs a youth arts educator based in Virginia, I’m commenting in support of implementing the policies outlined in this guidance document. I am an advocate for the implementation of evidence-based policies that protect the mental and physical health of our students. I have worked with transgender and gender non-conforming (TGNC) youth and am aware of the unique barriers they face. Studies funded by the NIH have highlighted the lack of services for TGNC youth within public schools and have demonstrated an “urgent [need for] implementation of social and educational measures of gender identity support”. Transgender students do not have the same protections as cisgender students in Virginia and the policies outlined in this guidance document are a step in the right direction that provide clear guidance for school systems in how to create safe and supportive educational settings for TGNC youth. Please act to protect the rights of students to be free from gender-based discrimination and harassment in our schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88719", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88719\nTitle: No! (me / myself / I)\nBody:\nI am submitting a negative comment regarding this draft guidance document. As a human being, and someone who is objectively professional I am offended by this document in many ways. Please do not have guidance on this topic. Instead, if there is too much pressure to address it - please address things as becoming co-ed. The simple use of parenthesis and pronouns after a person's name is not professional and offensive to me. I am aware that there is a positive spin on it where you are to let people know what you want to be called, however that entire idea is counter to so much of what we teach young people to make generalizations and develop a notion of patterns, opposites, and a variety of topics. When someone uses parenthesis, even in a document like this - it is full of bias. To me it shows that both the authors and reviewers of the document already accept transgender topics as morally acceptable, normal and are creating ways to fill a new chapter book in an English class. If we are to be accepting of everyone you also have to consider a large group of people that do not believe this is OK. Forcing everyone to be OK with everything will reduce enrollment (maybe that's the hidden purpose?). Beyond the formatting, the content strikes me as so strange and uncommon that I can't help but wonder why is this a public school issue please remove this topic from needing a guidance document.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88720", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88720\nTitle: Strongly Support\nBody:\nI strongly support this in order to create a safer and more equitable environment for ALL of our students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88721", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88721\nTitle: VDOE transgender treatment policy\nBody:\nWhy are the schools pushing an ideology that is wrong? Whatever happened to free speech and respect for individuals to do the good and proper thing? Who is pushing this ideology that isn't supported by biology, you know, that we are born male or female?  Suggest reading Romans 1:18-32 to understand why we are opposed to the direction this type of policy is headed.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88722", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88722\nTitle: Absolutely Opposed!\nBody:\nGender confusion is part of a much larger problem.  First, the confused individual should be removed from mainstream society and put into a special reeducation facility to bring him around to biological reality.  And second, any organization that thinks this quack notion is good for society needs to be shut down immediately, with its principle functions either transferred or eliminated completely.  Imagination is a wonderful thing, but a rose by any other color is still a rose.  Let's get back to reality and once again teach our children what they really need to succeed in a competitive world.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88723", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88723\nTitle: I Strongly support\nBody:\nI 100% support this issue!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88724", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88724\nTitle: Well Done - Yes - Rights for All\nBody:\nI support having schools that ensure a positive, safe, and nurturing learning environment for all students, treating all students with dignity and respect. I have a brother who, at age 5, knew his ideas about his identity did not match the ideas his teacher had about who he should be. As teachers shape young minds, instilling societal values, it is important that our laws protect students’ rights to be themselves. Thank you for your excellent work on this guidance document.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88725", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88725\nTitle: Model policies disregard role of parents\nBody:\nThe Virginia Catholic Conference is the public policy agency representing Virginia’s Catholic bishops and their two dioceses. For the following reasons, the Conference opposed HB 145 and SB 161 during the 2020 Virginia General Assembly session and now urges the Department of Education to reject the proposed model regulations drafted in response to that legislation: Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. The model regulations infringe the First Amendment rights of parents to raise and care for their children. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. For a school system to facilitate a child’s, particularly a young child’s, “gender transition” is not leadership but rather irresponsibility. Role of parents Just as parents must give consent for over-the-counter medications, field trips and extracurricular activities, they have the constitutional right to guide the healthcare and education of their children. The U.S. Supreme Court has noted: The child is not the mere creature of the State; those who nurture him and direct his destiny have the right, coupled with the high duty, to recognize and prepare him for additional obligations. [1] Parents know their children better than anyone and have their best interests in mind. When children find themselves struggling with gender dysphoria, they need their parents’ support and counsel. Yet, t he Department has premised its regulations on a blanket endorsement of gender identity theory that diverges sharply from the views of many parents. In doing so, it has made a policy determination not referenced anywhere in the underlying legislation and therefore not delegated to it by the General Assembly; that unauthorized policy assumption states: For many people, their gender identity matches their sex assigned at birth. For others, their internalized gender identity does not necessarily correspond to the sex assigned at birth, where the gender identity may be one in a range such as transgender, nonbinary, or gender-expansive . Gender identity is considered an innate characteristic that most children declare by age five to six (Lamb & Lerner, 2015). Alarmingly, the proposed regulations assert as fact that children declare their gender identity by kindergarten or first grade. Moreover, the document would virtually codify gender identity theory into statewide educational policy without acknowledging that there are undisputed scientific truths to the contrary. For example, neuroscientist and author Debra H. Soh, Ph.D. , has written, “Biological sex refers to whether we are female or male, based on our anatomy and reproductive functions. The concept of sex is, by definition, binary.” Dr. Stephen B. Levine, M.D. , a Distinguished Life Fellow of the American Psychiatric Association, has testified that : Sex as defined by biology and reproductive function cannot be changed. While hormonal and surgical procedures may enable some individuals to \"pass\" as the opposite gender during some or all of their lives, such procedures carry with them physical, psychological, and social risks, and no procedures can enable an individual to perform the reproductive role of the opposite sex. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity: “School divisions will need to consider the health and safety of the student in situations where students may not want their parents to know about their transgender status … There are no regulations requiring school staff to notify a parent or guardian of a student’s request to affirm their gender identity...” (Recommended Standard, p.12) Dr. Levine has also noted: For a child to live radically different identities at home and at school, and to conceal what he or she perceives to be his or her true identity from parents, is psychologically unhealthy in itself. The DOE proposal thus undercuts open and honest conversation between parents and their children. It also obstructs parents from active involvement in the life of their child at school. Moreover, the proposed guidance document violates the presumption of parental autonomy in Virginia. Code Sec. 1-240.1 provides that a parent has the fundamental right to make decisions concerning the upbringing, education and care of the parent’s child . Finally, the proposed regulations provide no accommodations for students and teachers whose sincerely and deeply held religious beliefs and understanding of matters of gender and human sexuality do not accord with the views underlying the proposed policies. The Conference, therefore, opposes the proposed “Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools.” [1] Pierce v. Society of Sisters , 268 U.S. 510 (1925). See also Wisconsin v. Yoder (1972).\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88726", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88726\nTitle: Unnecessary\nBody:\nGovernment and NGO's have no business to deprive 99.9% of students and their parents the right to speak their thoughts and force the improper use of pronouns, nor impose this on education staff and certainly should not be taught or promoted.  Strong arming, intimidating, retribution of children, parents, and teachers to comply could result with this kind of policy.  Elevating one group over another only makes things worse. Government and NGO's have no right to force any child to disrobe in bathrooms and gym lockers rooms with the opposite DNA sex.  A right to privacy is paramount.  Transgenders already have the choice to use handicap or teachers bathrooms for their needs.  Forcing the world to accept a false presentation of one's real DNA sex is unnatural.  Forcing it to be normal is a disservice to all.  Embracing one's born gender, for a few, may be difficult to reconcile but that is why we have medical people who can help. Government and NGO's should never infringe upon parent's rights and responsibilities, and never circumvent the parent.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88727", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88727\nTitle: Full Support\nBody:\nI fully support this guidance document.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88728", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88728\nTitle: Absolutely support.\nBody:\nWe have a teen grandchild who is non binary.  If our country & world had more people like them, there would be no hate, only love, kindness, consideration & respectful.  Our belief is that our grandchild is exactly who God means them to be & we wholeheartedly support them.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88729", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88729\nTitle: OPPOSE\nBody:\nPermitting or encouraging still-growing school-age children to change their gender is child abuse. Writing policies to govern accommodation of such children is insane. Their parents should be held accountable and schools should stay out of it. There is no way to follow the  rules proposed.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88730", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88730\nTitle: I strongly support this protection.\nBody:\nI strongly support this protection in our schools as no childern or adult deserves to be harassed or  to be made to feel inferior to any other human.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88731", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88731\nTitle: Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nBody:\nThese policies are outrageous and far outside of common sense and scientific knowledge. I hope these policies are not accepted by our school district nor any school district in our state.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88732", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88732\nTitle: Strongly Support\nBody:\nAs an educator, I hope we all can see the importance of being welcoming to ALL students!  I strongly support.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88733", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88733\nTitle: Strongly Support\nBody:\nThe fact that we need to determine whether or not transgender students have the same rights as cisgender students is appalling.  OF COURSE I support this policy because I am a human who respects other humans.  Everyone who opposes this policy needs to deeply reflect on why they believe not all students should be respected.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88734", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88734\nTitle: STRONGLY SUPPORT RIGHTS FOR ALL!!\nBody:\nAs a teacher in the state of Virginia, I strongly support these policies to be put in place. Unfortunately, the need for policies to PROTECT children are needed in the school system. All children that attend public school should be protected against discrimination of any kind. Additionally, it is the job of the public school system to put policies in place to maintain safety for any persons who enter the school building. Plus, it is the job of the teachers to provide a safe learning environment for their students while educating them through the avenues of life especially those subjects surrounding social justice and rights for ALL citizens. Lastly, I want to note that the family life education curriculum which falls under the Health Education federal laws allows families to opt-out of instruction based on their personal beliefs which is already in place to identify the wants/needs of different family dynamics which provides a pathway for those who do not agree with the instructional materials. By doing so, this provides both sides of the argument to be recognized in a safe and fair manner. Therefore, putting the policies in place will help aid the success of the public schools by providing a free and appropriate education to all students under the federal law.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88735", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88735\nTitle: Strongly Support\nBody:\nI am fully in support of this motion.  The number of negative comments clearly shows how we desperately need protection for our trans students in the Commonwealth of Virginia.  Please do what is right and just for these individuals.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88736", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88736\nTitle: IN FULL SUPPORT\nBody:\nMy child has every right to attend a safe accepting school, just as every child in the United States does. No child should fear being harassed or bullied for they way they look, dress, or by being who they truly are. I am and educator and parent and am in FULL SUPPORT of this policy that will protect transgender students. Read the opposing comments...they alone are PROOF why these protections are needed.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88737", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88737\nTitle: I fully support this policy\nBody:\nI am a public school educator in Virginia and fully support this document. Every student (and human being) deserves the same rights. Students deserve to feel safe and respected. Anyone who is against this policy, is against basic human rights. This is a time to be on the right side of history.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88738", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88738\nTitle: FULLY Support\nBody:\nI totally support any measures to ensure fairness and equality to ALL students!!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88739", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88739\nTitle: Educator in support\nBody:\nAs an educator in VA, I fully support this! The people who oppose this should sit in on some kindergarten kindness lessons. They apparently do not believe that ALL children and ALL people deserve to be treated with kindness and respect. It is appalling.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88740", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88740\nTitle: Opposition to model policies for the treatment of transgender students\nBody:\nWhile I'm sure people who are writing these guidelines are concerned with the welfare of children, I am totally opposed to these \"model policies\" proposed by the Department of Education. The premise is wrong at its inception. First, males and females are different. No amount of policymaking will change that; no amount of brainwashing or indoctrination will remove those distinctions. Second, emphasizing sex in any way detracts from a child's ability to concentrate on his/her education. Public schools should be focusing on teaching children reading, writing, mathematics, history, geography, science, music, art, and vocational and social skills that will give them the ability to set goals for their future, get good jobs, establish homes, and become productive members of their community. I am not insensitive to the psychological aspects and problems of \"transgenderism\"; I am saying it is overemphasized, which causes more harm to such a student because that becomes his or her overarching motivator. Constant discussion of sexual matters causes a child to focus on his/her biological functions, hormones, emotions, etc., not on learning. Sex is not the most important topic in the real world. It is only being emphasized by a small but vocal group of people. The idea that the English language has to be changed because of a child's preferences is actually tyranny. No person deserves such special treatment--a \"transgender\" person is no more or less valuable than any other person, and has no right to be singled out specifically because he or she decides he or she does not want to be he or she. And no teacher or student ought to be disciplined, reprimanded, intimidated, or otherwise targeted for misusing a pronoun. If children were taught proper respect, common courtesy, politeness, manners, and civility instead of politically correct propaganda, the issues of harassment and discrimination would be moot. Gender identity is a divisive \"hot topic\" that wastes time, money, and emotional energy; it strains civility, and insults common sense. Ultimately, how it is dealt with can ruin a person's life. It should not be central to a classroom environment. It is a personal issue to be handled by a child and his/her parents or guardians. How parents choose to address this issue is their prerogative and responsibility, and they need to be respected. Let the school stick to educating children so they can compete with children from other nations in math and science. Let them learn to communicate their ideas intelligently, and learn to read, comprehend and think critically. Teach them to live as civilized members of a community who consider others first; not isolated, navel-gazing, narcissists who can't function without thinking about what gender they are. The majority of the students have rights too, and they have biological features that show they are male or female. They should have restrooms and locker rooms that respect their identity. If a student wants to be something other than his or her biological sex, and the school administration feels the need to accommodate that desire, that student can use the faculty's facilities. There are many other points to be made in opposition to these proposed policies. Suffice it to say that the infringement on parental rights, interference in family responsibilities and relationships, keeping information from parents, overemphasis on sexuality, spurious discipline of students and faculty, psychological and emotional damage to a student caused by constantly being singled out for special treatment, lack of accommodation and/or exceptions for religious beliefs of all students, parents, and teachers, and violation of the privacy rights of the majority of students are reasons enough for my opposition. Thank you for reading and considering my opinions.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88741", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88741\nTitle: Fully Support!\nBody:\nAs an educator, I believe every student deserves a safe and supportive environment, and be treated with respect.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88742", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88742\nTitle: I strongly oppose\nBody:\nThere is no room in these ideas for the rights of those who disagree with or are made uncomfortable in the presence of those who chose to dress or act like the opposite sex.  Do they have no rights?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88743", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88743\nTitle: I fully support\nBody:\nI fully support this policy. All students should be treated equally.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88744", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88744\nTitle: I oppose this measure\nBody:\nI believe that adequate provisions for the consciences of religious people need to be written into these policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88745", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88745\nTitle: VDOE Draft Model Policies for the Treatment of Transgender Students\nBody:\nI strongly oppose the VDOE Draft Policies for the Treatment of Transgender Students.  Many studies have shown that transgender people have a very difficult life compared to straight people.  Therefore, it is best not to have a policy that is and will be detrimental to the student.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88746", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88746\nTitle: 100 % oppose - MALE and FEMALE created He them\nBody:\nIn Genesis 1:27 is says, \"So God created man in His own Image, in the image of God created He him, MALE and FEMALE created He them.\"  This violates the very created order of God.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89398", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89398\nTitle: Draft policy on sharing intimate spaces\nBody:\nNo child should be forced to share showers, locker rooms, hotel rooms, or other intimate settings with a member of the opposite biological sex.  This policy would be a gross violation of a person's right to privacy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89399", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89399\nTitle: Strongly oppose, our children need protection from people who have a flawed idea of gender.\nBody:\nThis policy is a ploy by the radical left to take parental control of their progeny away and place it in the hands of people who do not have the real interest of the children in mind, rather an agenda to indoctrinate the children with a fundamentally flawed idea that there is no difference in the male and female genders.  Rather than helping the few individuals with confused ideas about gender, this policy is bent on blowing a small situation into a totally outsized problem and thrusting it into the lives of the vast majority of children who should be allowed to grow up with an innocence of these radical, flawed ideas.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89400", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89400\nTitle: Fully Support this. We need to move the country forward on bringing equity to all students.\nBody:\nI want to make sure that I am clear on my support for the VDOE policy that has been put forth entitled “Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools.” This is something that should not have taken so long to be done and should be fully supported. There are several benefits to this document (Linked below) that held students that are dealing with many different issues. No matter the student’s course in life, this should be a fun time and one that they can reflect on positively. The time has come for society to accept that this is normal. Continuing to have bias and warped sense of right and wrong should not longer be accepted. I have read several of the comments on the document and I am appalled that people are being so negative about this issue. There are students everyday that are dealing with issues and those kids need to feel that they have protections too. Most of the comments come from people claiming to be Christian, but they are not caring nor compassionate with everyone. Instead, they are showing how little they know of Jesus who accepted anyone that wanted to be in his presence. We should strive to be more inclusive. Not less inclusive. I fully support this as policies that should be implemented and approved to improve the lives of our students. https://www.facebook.com/MPTelkamp/posts/247776963424214\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89401", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89401\nTitle: Strongly opposed to the proposed transgender equality plan\nBody:\nStrongly opposed to the proposed transgender equality plan\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89402", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89402\nTitle: Respect Parental Rights for Their Children\nBody:\nDear VA D.O.E. My purpose of this note is to ask you to please respect the rights of parents in the raising of their children.  Let them make the decision to accept or reject the state's goals of sexual education.  Some of our religious beliefs do not coincide with your secular values.  Do not compromise the modesty of children by forcing them to \"accept\" children who have confusion of their own gender.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89403", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89403\nTitle: Respect the Role of Parents\nBody:\nEducation is a partnership. The role of parents should be heard and respected.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89404", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89404\nTitle: I support this policy.\nBody:\nI support this policy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89405", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89405\nTitle: School \"Transgender\" Policies\nBody:\nI completely oppose these policies for many reasons, but first and foremost because they rob parents of their God-given and legitimate rights.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89406", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89406\nTitle: Oppose\nBody:\nWhile there are individuals who are biologically intersex we must not allow these exceptions to undermine the rule that human beings are binary.  This biological reality is established before birth and any attempt to deny that scientific truth is a lie.  If the purpose of school is to teach what is true, and one aspect of truth is something that can be determined scientifically then it would be wholly inconsistent--and irresponsible, to teach otherwise.  I strongly oppose this legislation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89407", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89407\nTitle: Protecting our Youth\nBody:\nGood Evening, Recent changes throughout modern society has made me more and more fearful as an educational leader, and now as a parent.  In our Catholic institutions, we teach the children to love the sinner and hate the sin, and that every man and woman is a child of God and deserves to be treated with that such dignity and respect.  This in itself is all-inclusive language that does not discriminate against any person or ideal.  What is being proposed is that we deviate from that teaching and mention specifics that are not always age-appropriate, nor biologically factual.  The idea that there are more than two genders is absolute lunacy because there--in fact--not.  Having educators teach something that is contrary to both their faith, as well as against scientific study, is hazardous to their young minds.  We vehemently oppose teaching any such content to children the same way we oppose teaching them that 2 plus 2 equals 6: we can say that it is 6 and even convince millions of people to agree with us, but ultimately, 2 plus 2 is always going to equal 4. Our Catholic Schools are not releasing bigots into our society as adults.  We are releasing God-loving, and God-fearing men and women of all races and ethnicities.  This indicates that our institutions are doing well, and are not coming out ignorant, but rather well-tempered, and civil to those with whom we disagree. Our faith has been disallowed in the public school system for a reason. Please do not force your beliefs into our school system, as such an act would be an abuse of power, hypocritical, and heartbreaking on a multitude of levels. I continue to pray for our leaders at both the local and national level, that they reshift their focus back to the reparation of our country from within.  Our nation cannot be healed until our hearts are healed, and healing begins in the HOME.  Please revert back to encouraging abstinence in our schools, and WHY we teach kids that pre-marital sex is an unwise and selfish decision.  Teach young men of all races to act that way, and court young women with intent to wed, not bed.  The divorce rate in this country is skyrocketing, yet the birth rate is not subsiding.  This means that many of these youngsters are going to grow up without their mom and their dad living in the same home.  Ever statistic suggests that their is a strong correlation between the level of success one attains in life, and the type of family structure they had growing up.  Family is ahead of economic status, color, sex, orientation, etc. I appreciate you allowing myself and others to weigh in.  I would love to discuss this further in an open forum should the opportunity arise. I pray that God will bless you always.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89408", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89408\nTitle: I strongly support these policies.\nBody:\nThank you for looking out for ALL students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89409", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89409\nTitle: Emphatic support\nBody:\nI'm in full support of this proposal. Trans youth deserve dignified treatment by peers and even more so, by authority, and it is proven to save lives. Whether or not people understand the decision a person makes to transition has no bearing on every person's right to self-determination and basic respect. Please pass and implement this guidance.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89410", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89410\nTitle: Virginia Department of Education to draft model policies for the treatment of transgender students\nBody:\nIf the VDOE approves the draft policies, I believe they would undercut parents’ involvement in the life of tour children at school, and endanger the bodily privacy and safety of all students. The proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – are far different from those of many parents including my own. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89411", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89411\nTitle: Strongly oppose!!\nBody:\nStrongly oppose!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89412", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89412\nTitle: Strongly oppose draft model policies for the treatment of transgender students\nBody:\nAldous Huxley's \"Brave New World\" (1932) became a reality in the 2021 U.S.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89413", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89413\nTitle: Read below\nBody:\nOppose: Aldous Huxley's \"Brave New World\" comes to mind. It took this country only 90 years.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89414", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89414\nTitle: Some thoughts - please read\nBody:\nPropose laser focused attention to classical world class education in VA schools. It shall benefit all - with no exceptions and/or discrimination - children. It must include Mathematics, Physics, Chemistry, Biology, Ancient History, World History, History of the XX Century, English, English/American/World Classical Literature and at least one foreign language. History of World Arts would not hurt young inquisitive minds also. As a minimum, all teachers must have Master degree in the subject they teach, e.g. Physics is to be taught by physicists, Chemistry - by chemists, etc. Ph. D. level is preferred. A strong academic focus in VA schools shall leave no time, energy and, as a result, any desire on part of any educational system overhead committees for discussing anything unrelated to the core function of the system educating the future of our country. We will then succeed and become competitive on the world stage. Thank you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89415", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89415\nTitle: VA proposed adoption of transgender policies\nBody:\nAs a concerned voter with school aged children in my VA household and one who believes in the need to protect children, I do not approve of their proposed guidelines based on eradicating all distinctions between male and female and the indoctrination our school children.  It is the job of the parents to guide the social, gender, religious and natural development of their children, not the school.  It is completely unacceptable to propose that a school knows better and should encourage development of a child's sexuality without the parents' consent.  This is a huge over reach of government upon the rights of parents to raise their children according to their believes instead of those of politicians who wish to use schools as locations to explore their social agendas.  If a parent wishes to support their child through a gender transition, that is their choice as the care givers of that child.  It is not the choice or right of a school.  And if the parent does not believe such a transition, which has been shown in study after study to be harmful at younger ages, they have the right to protect their children from that.  This is bad policy and must be rejected.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89416", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89416\nTitle: If you want mutilate the society, go for it\nBody:\nWhen my friend sent this information to me, I thought it was a hoax. The absurdity of the topic and the details that followed were almost numbing. Do you realize that the United States' school children are singled out to be tested by English schools in Scandinavian countries for meeting their respective countries standards? It means that simply showing your grades does not automatically translates into similar academic attainments of their peers in those countries and therefor does not open doors to schools in Norway and Finland. Americans are way behind and below. to be clear, on average, American children get education inferior to that of their peers in public schools in those countries. Does it bother anybody?  And we are discussing body parts, sexual orientation and sexual flavor of the day, while removing parents from even knowing what American schools drag our children into? This is not evil, this is criminal. I became braver after reading what others had to say. I strongly encourage American educators - and many of them are on the right side of the discussion here - to focus on what schools are created for - educating our children, while respectfully resolving very rare instances of deviation of the norm in private. That would serve the country well.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89417", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89417\nTitle: To all the people telling you that this hurts children, I promise it doesn't\nBody:\nI can't possibly imagine what something like this might have done for me as a kid. Maybe I would have had the courage that many seem to find these days. Trans kids are always going to be here, the question is only of whether you'll support them, or tell them they're wrong. At this point, there can be no doubt that trans kids in supportive environments live better lives than in unsupportive environments. Give them the support they so desperately need. This is exceptional, don't let right-wing Bible-thumpers convince you otherwise. You should support this.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89418", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89418\nTitle: I oppose and do not approve\nBody:\nI oppose and do not approve of their proposed guidelines based on radical theories that confuse, not clarify sexuality. Sexuality is based on genetic choices at birth and not on your environment or how you feel.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89419", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89419\nTitle: Enough already!\nBody:\nWe should be working to help children who are experiencing confusion about their sexuality, not changing our policies on bathrooms, athletic participation, etc. in order to accommodate their confusion to the detriment of the overwhelming majority.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89420", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89420\nTitle: I do not approve!\nBody:\nI do not approve of the proposed guidelines based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89421", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89421\nTitle: Unacceptable!\nBody:\nThis is unacceptable and NOT healthy.  WHY are we putting so much pressure on children to make these decisions can't they just be children?  It is not acceptable for any male child or female child to dress with the opposite sex and it will become a problem.  If the public schools continue down this path more and more children will be pulled from public schools and either home schooled or placed in private schools.  If this is approved it WILL BE damaging to all children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89422", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89422\nTitle: Strongly Opposed\nBody:\nMind your business! Teach these children! That is what you should be most concerned with. You are taking the rights of parents away. You are harming children and opening them up to predators and unsafe situations. You are taking away the ability of these teachers to protect our children in such situations. I hope schools never reopen. My child is only safe at home. Sad world we live in. PS this is for all children. You are opening all children up to harm. Parents of the transgender community should voice their opinions against this. Your children are equally in danger if this is passed!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89423", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89423\nTitle: transgender policies\nBody:\nHandcuffing our school teachers and administrators with a responsibility they should not and are not qualified to bear is a dangerous policy and threatens to undermine chains of authority. Students will learn to manipulate these guidelines for their own benefit, and we will be harming the rights and morals of the majority of students and faculty for the whims of a very small minority. If there is ANY concern over the hurt feelings of a student, we should instead institute a policy of school uniforms where everyone will dress the same with name tags on both the front and back. School administrators and educators would then be able to address any student by the name chosen at the beginning of the year WITH the parents' knowledge and consent. This addresses a perceived problem without attacking the remaining majority.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89424", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89424\nTitle: policies regarding transgender students\nBody:\nI strongly disapprove of proposed guidelines based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89425", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89425\nTitle: Please don't\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89426", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89426\nTitle: Not workable\nBody:\nFailure to use a student’s new “preferred pronouns” – which can change from day to day and even defy basic rules of grammar (“ze/hir/hirs”, “they/them/their”) – would be “harassment” and “discrimination”, for which both faculty and students would be subject to disciplinary action. “For transgender students, acts of verbal harassment may include the intentional and persistent use of names and pronouns not consistent with their identity.” (Recommended Standard, p.10) “A school administrator may need to direct school staff to abide by the wishes of a student on their asserted name and pronoun. A school employee’s intentional and persistent refusal to respect a student’s asserted name and pronoun is considered discriminatory.” (Recommended Standard, p.12) “Complaints alleging discrimination, harassment, or bullying based on a student’s actual or perceived transgender status shall be handled in the same manner as other discrimination or harassment complaints.” (Draft Policy, p.10) Schools will be permitted to help a student explore, facilitate and make decisions regarding their gender expression of sexual identity while at school, without a parent even knowing! “School divisions will need to consider the health and safety of the student in situations where students may not want their parents to know about their transgender status … There are no regulations requiring school staff to notify a parent or guardian of a student’s request to affirm their gender identity...” (Recommended Standard, p.12) The definition of “Gender identity” is completely subjective to each person claiming it, hence it cannot possibly be known by anyone except that person. Since it cannot be tested or ascertained by any objective method, nothing could prevent any student from constantly “changing” their “gender identity” to exploit many situations. “Gender Identity: A person’s internal sense of their own identity as a boy/man, girl/woman, something in between, or outside the male/female binary. Gender identity is an innate part of a person’s identity and can be the same or different from the sex assigned at birth.” (Definitions, p.6) Parents who encourage their children to embrace their God-given sex would be at risk of being reported for child abuse or neglect by the school. “School staff should be prepared to support the safety and welfare of transgender students when their families are not affirming. … Whenever school personnel suspects or becomes aware that a student is being abused, neglected, or at risk of abuse or neglect by their parent due to their transgender identity, they should report those concerns to Child Protective Services immediately.” (Recommended Standard, p.13) Students will be allowed to claim to be either a biological male or female (or both, neither, or something else entirely) for any duration of time, without providing any evidence to a teacher or administrator, making it impossible for teachers to comply with these policies. “A student is considered transgender if, at school, the student consistently asserts a gender identity different from the sex assigned at birth… it does not necessarily require any substantiating evidence nor any required minimum duration of expressed gender identity ...” (Recommended Standard, p.12) “Schools shall allow students to assert a name and gender pronouns that reflect their gender identity without any substantiating evidence.” (Draft Policy, p.13) Schools would be prohibited from notifying parents if a biological male is using the same changing facility as their daughter that was designated for girls. “In addition to adhering to all legal standards of confidentiality, school personnel shall treat information relating to a student’s transgender status as being particularly sensitive, shall not disclose it to other students and parents, and shall only disclose to other school personnel with a legitimate educational interest.” (Draft Policy, p.12) All students will be allowed to use any bathroom or locker room they choose, without being questioned by any school administrator or faculty, eliminating privacy and safety of students in states of undress. “Access to facilities such as restrooms and locker rooms that correspond to a student’s gender identity shall be available to all students.” (Draft Policy, p.18) “School staff should not confront students about their gender identity upon entry into the restroom.” (Recommended Standard, p.18) The requirements for schools to maintain gender-neutral dress code standards will cause disruptions and distractions, permitting boys to wear skirts and girls to go topless in activities where boys can – such as swimming activities or teams. “Students have a right to dress in a manner consistent with their gender identity or gender expression. Schools shall administer and enforce dress and grooming codes consistently across the student body, regardless of actual or perceived gender identity or gender expression.  Requirements for attire for school-related programs, activities, and events shall be gender-neutral.” (Draft Policy, p.16) Parents will not be notified that their child is being interrogated by school officials for allegedly violating these policies, or have the opportunity to intervene on their child’s behalf, UNLESS the complaints are not resolved “at the school level.” “Any incident or complaint of discrimination, harassment, or bullying shall be given prompt attention, including investigating the incident and taking appropriate corrective action, by the school administrator. …The [School Division’s Designated Contact] shall be available to hear concerns from students or parents when complaints are not resolved at the school level.” (Draft Policy, p.10) The policies provide absolutely no exceptions or accommodations for a student or teacher whose religious faith, conscience, or understanding of biology and sociology prevents them from being able to go along with the “transgender” ideology and policies. These troubling ... [truncated]\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89427", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89427\nTitle: strongly oppose\nBody:\nI strongly disagree. Children who identify as transgender deserve appropriate counseling  to explore and identify underlying psychosocial issues contributing to their identify crisis....not affirmation leading to irreversible medical and surgical interventions. Focus on teaching academic subjects and do not infringe upon the rights of parents by supporting this self-diagnosed rapidly growing phenomenon.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89428", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89428\nTitle: I urge you to implement this guidance document.\nBody:\nPlease implement these measures to help support the dignity and well-being of young people in our schools. This will go a long way to help protect them from harm and to encourage employees in school systems to treat each person with respect. There is a substantial body of research that shows how bulling and mistreatment in schools (by students as well as school employees) leads sexual and gender minority youth to skip school and drop out of school, and puts them at much greater risk for ending up in the juvenile justice system. Thank you for the work you have done to craft this important document.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89429", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89429\nTitle: strongly opposed to transgender education in the school system\nBody:\nTransgender education is not the responsibility of the school and the school system should not be involved.  The thought that a child's parents are not involved is extreme and reminds me of how Communism takes over the education of the youth.  I am opposed to Transgender education being a part of educational standards.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89430", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89430\nTitle: Absolute OPPOSITION! Transgender policy\nBody:\nThis policy is totally deceptive and degrading to our majority of children.  I feel these issues are a private matter that should be handled discreetly by parents and professionals.  Why are private issues being broadcast all over the world and being used to change society.  Having worked in schools for 24 years, I know there were issues the Nurse and Parents worked out for certain problems of students ( as in a need for a restroom). what about privacy of the average student.  By making such an issue of transgender, you are confusing other children.  Parents advocating these issues are not helping their child.  As for one day I want to be a girl and the next a boy, that sounds ridiculous and confusing for a child.  I feel common sense has been taken out of all education processes and the hype of making the majority accept their unacceptable policies is in.  This sounds like a mental issue  for parents believing in this treatment and certainly for a child who goes thru many feelings. The idea of taking away parental input on their own child and not seeking a physciatrist is baffling to me..  This problem is why we have such professions.  I don't want my grandchildren exposed to such non-sense.  This is once again lowering standards and taking away rights of a parent and child.  If there are physical problems with a child, this is understandable, but a mindset of chaos and forcing others to agree is totally against our Constitutional right.  People are more accepting of issues when less attention is brought to the issues and you will NEVER change all minds as to acceptance of everyone.  Toleration is one thing, but absolute force thru policy is another.  I am disgusted with the Education process as a whole, these personal issues carry more weight than our children being taught to sign their name...in cursive writing.  Why not get back to education's real purpose, READING, WRITING and MATH( which is more simple to learn!). Go back to the classroom with real issues, the children learning from a competent teacher rather than a SCREEN!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89431", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89431\nTitle: Protect our LGBTQ students!\nBody:\nWhen I was in high school in Virginia in the early 2000’s, there was nothing in terms of LGBTQ protections. Some brave students attempted to form a gay-straight alliance and were turned down. In a school of over two-thousand students, there was only one out gay student that I knew of. The constant bullying of anyone who didn’t fit typical gender norms was detrimental to my development and mental health, and I’m sure I am one of thousands who could say the same across the Commonwealth.  Do not make mistakes that will harm further generations of LGBTQ youth by shying away from these protections. Provide equal protection in our schools!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89432", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89432\nTitle: Transgender Policies\nBody:\nThese policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89433", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89433\nTitle: Definitions in the guidance are already outdated, inaccurate, incomplete and unsatisfactory.\nBody:\nI invite contact for any clarification, further discussion, or other inputs.  Thank you. First: Contrary to some opinions evidence supports that the effort to examine and model treatment of transgender students in public elementary and secondary schools is a worthwhile endeavor. Second: The draft’s design fails scientifically, ethically, and operationally by failing to address the reality that effective guidance to protect and support a vulnerable group in the school system must also address how the other groups (of all other students and their parents/guardians, of teachers and other employees, etc.) will be protected and supported and how the particular different individuals will be protected.   These failures threaten the rationality, morality, and stability of the draft guidance. Third: Among other places these failures are found immediately in the glossary and definitions of the draft terminology. For example: the definition of ‘gender’ necessarily requires distinction – definitionally – against a genetic description of ‘sex’, for example as the World Health Organization does: https://www.who.int/genomics/gender/en/#:~:text=(1)%20'Gender'%20describes,%2C%20health%20policy%2C%20and%20legislation .  A definition of ‘sex’ must also be included  since the term is used in many of the other definitions but is not here defined.  We find no where in the document discussion of the important scientific, biological terms regarding gender. Not including this important scientific information suggests that the model guidance is an ideological document intended to appease or indoctrinate rather than to support all members of schools’ communities. For example: there are no definitions of ‘detransitioning’ or ‘retransitioning’ which are being used by the most advanced SGM health agencies in the United States, including The National LGBT Health Education Center of the Fenway Institute a private world class agency in Boston and the San Francisco Health Network of the San Francisco Department of Public Health a world class public health agency: https://www.lgbtqiahealtheducation.org/wp-content/uploads/2018/03/Transgender_Health_Care_Detransitioning_and_Retransitioning.pdf Therefore, the model’s definition of ‘transgender’ is scientifically, ethically and operationally inaccurate and unsound and threatens the dignity, safety, and well being of each and every student and their parents/guardians. Not including this important clinical and health related information suggests that the model guidance is an ideological document intended to appease or to indoctrinate rather than to support all members of schools’ communities.   In fact at various points in the document indoctrination appears to step forward that bespoils the model guidance. Fourth: The document avoids, or poorly discusses, manifold ethical issues and concerns that are of paramount importance. For example: Of paramount importance in every ‘breath’ of the model guidance – on paper and in implementation – must be ethically sound judgement.  Ethically sound judgement requires consideration of all levels of experience of the guidance: how administrators, how teachers, how other workers, how students, and students in their manifold diversity, how parents/guardians, and others will experience the guidance.  There is no evidence in the document of these considerations. Another paramount issue for ethical inquiry is how the model guidance protects  - or does not protect - each and every student from coercion(s).  Coercion(s) to believe things about themselves or others that are harmful to themselves or others, and coercion(s) to behave in ways that are harmful to themselves or others.  Discriminatory practices are a form of coercion.  Bullying and other violence or threatened violence are a form of coercion.  There are many other forms of coercion, including repression of inquiry, oppression of speech, failure to protect divergent points of view, and failure to ascertain and to protect valid informed consent and processes for achieving valid informed consent.  Issues of coercion and consent at vexed and complicated at all times in health care systems, and should be, for the protection of human dignity and human rights.   Recently in the United Kingdom issues of legal and ethical consent processing resulted in a high court  ruling, discussed briefly in the British Medical Journal - https://www.bmj.com/content/371/bmj.m4699.full : Children under 16 cannot consent to the use of puberty blockers for gender dysphoria unless they can understand the immediate and long term consequences of the treatment, which is unlikely, the High Court in London has ruled. 1 Victoria Sharp, president of the Queen’s Bench Division, sitting with Lord Justice Lewis and Mrs Justice Lieven, said it was “highly unlikely” that a child aged 13 or under would be competent to give consent to the administration of puberty blockers. She said that the judges were “very doubtful” that a child aged 14 or 15 could understand and weigh the long term risks and consequences of the administration of puberty blockers. In the light of paramount ethical principles regarding ensuring non-coercion and ensuring valid consent the document’s many occasions of de-valuing, de-limiting, and at times dis-crediting/dis-enfranchising parents/guardians is ethically unsound, and may be legally unsound, not to mention objective harmful to some students.  In one prominent instance the guidance explicitly advises that schools may – or should -  lie to parents/guardians.  Establishing lying as a moral guide in the school system is unethical and presents the school system as a threat to community morality.  In another prominent instance the guidance invites the school system to act ‘in loco parentis’ regarding the student’s health and well being without consulting with the parents/guardians, and without social systems in place and ready to meet every need of the youth instead of the parents/guardians.  This is moral... [truncated]\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89434", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89434\nTitle: No, No, No, NO!!!\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity. These policies invite the sexual abuse of children and adults.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89435", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89435\nTitle: Chromosomes don't lie\nBody:\nYou are born with either a Y-chromosome or an X-chromosome This is the only thing that determines what pronoun you are. Preferences do not change science.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89436", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89436\nTitle: Sexual Preferences are personal and optional.  Biology is not.\nBody:\nI have no problems with any individual's sexual behavior or preference, within the law.  Clothing, mannerisms and other such displays are all fine with me. However, as a free thinking rational person, I should not be forced to pretend that a boy is a girl.  One's actual gender is determined before birth, at the moment of conception.  And it remains this way until our very last breath on earth.  Some children near puberty switch back and forth with great sexual confusion.  However, no amount of surgery or behavior modification can ever change our gender because it is locked into every cell of our body, with a pair of exactly the same DNA chromosomes that we were born with. So let people express themselves however they wish, but do not force my daughter to share restrooms/showers with your son.  There must be a recognition that there are immutable biological differences that drive some policies, and privacy, and medical care, which cannot be trumped by a teenager's sexual preference.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89437", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89437\nTitle: Strongly Opposed\nBody:\nI strongly oppose on countless levels. What psychological science is being used to base these changes? The psychology behind gender is still being explored and a cursory search can find many different conclusions not only in the science, but in behavioral approach. Focus on teaching English, Math, Science and the other topics, and stop forcing this conversation on children as young as 4-5 years old. This is clearly an ideological move and does not actually care for the young who experience gender dysphoria. Use your time and our tax dollars to explore other teaching methods like those of Charlotte Mason who respect the individual as a mystery in their approach to education, not reduce their identity to merely their sexual and gender preferences.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89438", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89438\nTitle: Forcing teachers to accept and teach empirical falsefhoods\nBody:\nI do not approve of proposed guidelines that eradicate all distinctions between male and female in our schools. These proposals force all students, faculty and administrators to comply with an empirically false view of sex and gender, even if it directly conflicts with their own fundamental beliefs. Parents are stripped of their rights and our fundamental right as individuals to not have the state dictate what we believe is at risk. Stop these policies in their tracks!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89439", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89439\nTitle: Transgender Policies\nBody:\nStrongly Oppose\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89440", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89440\nTitle: Transgender Policies: Strongly Opposed\nBody:\nStrongly Oppose\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89441", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89441\nTitle: biology is not optional\nBody:\nSensitivity to this subject should not be ignored but SHOULD NOT be the norm and should not cause conformity and confusion for the majority. Biology is male and female. This matter has nothing to do with pushing religious practices; it has everything to do with sound science and order. Instituting these radical measures will only further confuse and divide our precious children's developing minds and social-self. When issues do arise within this area...they should be handled as special cases and on a case by case basis...NOT mandated legalities.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89442", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89442\nTitle: Transgender breakup of the family\nBody:\nThis latest attempt by so called liberals is an affront to the American family and the laws of nature. I, as a grandfather, I do not want my grandson to be exposed to such idiotic ideas. The parents need to be the final arbiter in the discipline of our children. This entire proposal will be a crack in the door to total takeover by the state of our family. It will lead to all sorts of suits and instability of our society. It accomplishes nothing other than that. It contributes to pushing socialist philosophy which is anathema to Americans.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89443", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89443\nTitle: Protect LGBTQ Students\nBody:\nAll students - regardless of race, gender identity, sexuality, socioeconomic status, etc. - should feel safe and supported at school, free from discrimination and harassment. I fully support the initiative to protect our transgender students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89444", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89444\nTitle: Re: Model Policies for the Treatment of Transgender Students in Public Elementary and Secondary Scho\nBody:\nI have reviewed the proposal. I am competent to do so for several reasons: • I have graduate degrees in religious ethics (MA, UVA,1983), clinical ethics (MA, UVA,1994) and Public Health (MPH, UVA,2007 ) • I am professionally credentialed in health education (CHES, #16864) • I have more than four decades’ advocacy leadership, and organizational leadership, in issues of sexual and gender minority (SGM) health, including • served on advisory committee with Virginia Department of Health in issues of HIV/AIDS, SGM communities, 1994-2014, including participation in planning and research phases, assessment and implementation of findings of primary community based research with SGM communities • participated in planning and research phases, assessment and implementation of findings, for groundbreaking transgender health research in Virginia (2005 – 2011) • leadership roles with establishing education and advocacy committees, task forces and projects for SGM communities regarding human rights protections, anti-violence services, access to cultural competent services (with law enforcement agencies, with health care providers, with faith communities, with social services agencies, with schools, etc) • leadership roles with establishing SGM youth programs in the Charlottesville/surrounding counties area • leadership roles regarding SGM concerns with the University of Virginia • leadership roles with the Ethics Section of the American Public Health Association • attended and presented at many local regional, national and international meetings, conferences and sessions on issues of SGM values, issues, and concerns, and particularly in non-discrimination and violence prevention, human equitable access to services, and human rights protections And have had the privilege of receiving awards for this leadership • Serpentine Society (University of Virginia alumni organization), Outstanding Service Award, 2012 • Equality Virginia, Outstanding Virginian, 2012 (cited for work in health and human rights with LGBT and other Virginians) • University of Virginia Equal Opportunity Programs Champion, 2009 (cited for work with increasing attention to organizational diversity) My comments will be brief. I invite contact for any clarification, further discussion, or other inputs. Thank you. First: Contrary to some opinions evidence supports that the effort to examine and model treatment of transgender students in public elementary and secondary schools is a worthwhile endeavor. Second: The draft’s design fails scientifically, ethically, and operationally by failing to address the reality that effective guidance to protect and support a vulnerable group in the school system must also address how the other groups (of all other students and their parents/guardians, of teachers and other employees, etc.) will be protected and supported. These failures threaten the rationality, morality, and stability of the draft guidance. Third: Among other places these failures are found immediately in the glossary and definitions of the draft terminology. For example: the definition of ‘gender’ necessarily requires distinction – definitionally – against a genetic description of ‘sex’, for example as the World Health Organization does: https://www.who.int/genomics/gender/en/#:~:text=(1)%20'Gender'%20describes,%2C%20health%20policy%2C%20and%20legislation. A definition of ‘sex’ must also be included since the term is used in many of the other definitions but is not here defined. We find no where in the document discussion of the important scientific, biological terms regarding gender. Not including this important scientific information suggests that the model guidance is an ideological document intended to appease or indoctrinate rather than to support all members of schools’ communities. For example: there are no definitions of ‘detransitioning’ or ‘retransitioning’ which are being used by the most advanced SGM health agencies in the United States, including The National LGBT Health Education Center of the Fenway Institute a private world class agency in Boston and the San Francisco Health Network of the San Francisco Department of Public Health a world class public health agency: https://www.lgbtqiahealtheducation.org/wp-content/uploads/2018/03/Transgender_Health_Care_Detransitioning_and_Retransitioning.pdf Therefore, the model’s definition of ‘transgender’ is scientifically, ethically and operationally inaccurate and unsound and threatens the dignity, safety, and well being of each and every student and their parents/guardians. Not including this important clinical and health related information suggests that the model guidance is an ideological document intended to appease or to indoctrinate rather than to support all members of schools’ communities. In fact at various points in the document indoctrination appears to step forward that bespoils the model guidance. Fourth: The document avoids, or poorly discusses, manifold ethical issues and concerns that are of paramount importance. For example: Of paramount importance in every ‘breath’ of the model guidance – on paper and in implementation – must be ethically sound judgement. Ethically sound judgement requires consideration of all levels of experience of the guidance: how administrators, how teachers, how other workers, how students, and students in their manifold diversity, how parents/guardians, and others will experience the guidance. There is no evidence in the document of these considerations. Another paramount issue for ethical inquiry is how the model guidance protects - or does not protect - each and every student from coercion(s). Coercion(s) to believe things about themselves or others that are harmful to themselves or others, and coercion(s) to behave in ways that are harmful to themselves or others. Discriminatory practices are a form of coercion. Bullying and other violence or threatened violence are a form of coercion. There are many other forms of coercion, including r... [truncated]\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89445", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89445\nTitle: Strongly Support This Proposal\nBody:\nHello, Thank you for this proposal. As a school counselor, I have witnessed the difference in outcomes for transgender students when they are supported and affirmed at school compared to when they are not. Equitable access to education is a right for all students, and these proposed changes will help ensure that students feel supported at school and thus motivated to attend and engage in learning. I particularly appreciate the proposal for school boards to develop a way for students' true gender (not necessarily the one assigned at birth) and chosen name to be displayed prominently in their records. When educators look up a student in the system, chosen name and true gender must be featured so as to avoid unintentionally misgendering and alienating the student. Educators who are resistant to calling students by their chosen name should be encouraged to view it similarly to students who use nicknames instead of their legal name: if nicknames are acceptable, then so are transgender students' chosen names. Refusal to comply with the student's request to be called by a name other than their legal name should be viewed as a malicious attempt to prohibit the student from obtaining an equitable education. I also appreciated the ideas around how to compromise with parents who do not want their student's gender identity to be affirmed. The example given in which educators compromise with parents by using the student's legal name and pronouns in communication with parents and using the student's chosen name and pronouns in the classroom and school milieu may be one way to support students while also working respectfully with parents who are not initially accepting of their student's identity. All in all, a lot needs to change on a policy level in order for Virginia schools to be equitable for all students. This proposal is one step in the right direction towards making that happen.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89446", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89446\nTitle: Memo Date 12/18 from Dr. Lane\nBody:\nI am a little confused by the memo sent out.  If school divisions have a policy on bullying and harassment why do we need a separate policy on \"The treatment of Transgender Students\"  The policies of bullying and harassment cover every student within a school setting. .  Also, VDOE is isolating non-transgender students with this new policy.. Non -transgender/LGBTQ  could be bullied  and harassed by transgender or any LGBTQ group. Where is the policy to protect this group.  Please explain what a sex-based dress code is(this term is not used in any school handbook to my knowledge). What is the difference between a school activity and a sport ? What stops transgender students from participating in VHSL sports.  By the VDOE's definition once a student declares to be a certain gender they have all the rights and privileges of that gender. If a boy claims to be a girl and dresses as a girl during the day and this girl wants to try out for basketball do they try out as a girl or as a boy or can they play for either team. VDOE is opening a door that they will have to defend on many points.  VDOE is setting up school divisions for potential lawsuits.   VDOE is designed by nature to first educate children.  Why does VDOE spend time on things that are universally covered under two words: bullying and harassment.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89447", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89447\nTitle: Transgender policy: do not pass this!!\nBody:\nThis is a horrible policy! Do not let this pass! This will add to the demise of our children! They deserve better than this!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89448", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89448\nTitle: All have the right to learn free from discrimination and harassment\nBody:\nCan't summarize my support more clearly than repeating \"...all children have a right to learn, free from discrimination and harassment\". Thank you!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89449", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89449\nTitle: Strongly Support\nBody:\nEveryone should feel safe in school. Discrimination is wrong. We need to provide nurturing environments where all can grow and be true to who they are.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89450", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89450\nTitle: not science\nBody:\nThis neglects basic biology.  \"Gender\" is a term used in language studies to make adjectives, verbs, adverbs, nouns and pronouns agree.  It is NOT a term to describe the sex of an individual, which is determined by the DNA in the nucleus of every cell in the human body.  No amount of chemical or surgical mutilation of the body can alter that.  It is superfluous to assume that anyone can choose their sex, male or female.  It is also damaging to lie to a human of any age that they can \"choose\" their sex. In addition, the two-pronged goal of Marxism is 1. Destroy the family unit. 2. Abolish private property.  This document falls under #1. Therefore, it should be dismissed and rejected. A person who is really confused(not faking it) by some feelings about their sex should be offered truthful, compassionate counseling about their situation.  \"Fakers\", so they can compete in athletic games against members of the opposite sex, should be told to compete against members of their own sex, period. Furthermore, this document displays an astounding lack of knowledge and understanding of human nature, of the sciences of biology, genetics, sociology, and psychology.  There is nothing good in any of these recommendations.  That it is even being considered is embarrassing to everyone with the slightest bit of humanity, intelligence, and rational thought. Reject it, reject it, reject it.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89451", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89451\nTitle: STRONGLY SUPPORT\nBody:\nThe need to protect our youth regardless of race, sex, or gender is our ultimate priority when considering the educational spaces they are meant to occupy. It is crucial that we encourage the protection of students in policies in order to protect them from peers who may not yet understand them AS WELL AS adults and faculty who need formal requirements in order to hold them accountable. Bullying, harassment, and discrimination regarding one's identity are inexcusable and to deny these youth of protection of their personal privacy regarding confidentiality of information, school records, and dress code are all facets of empowering and encouraging youth to stay within the educational system. The lack of these BASIC rights is what leads to long-term, irreparable inequity in adulthood and should be avoided at all costs through the utmost protection of youth via protective and inclusive policy. ALSO, TO THOSE IN OPPOSITION: It is evident you did NOT read nor comprehend that these policies were REQUESTED via HOUSE and SENATE BILLS by the VA GA and that the guidelines address EVIDENCE-based practices and information. Your personal concerns regarding the \"influence\" of your own children are thus issues regarding the level of education in your own household. Perhaps consider taking a Gender Studies course at any University in which policies regarding Transgender/Non-Binary students are certainly more forthright than the BASIC rights proposed here for the youth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89452", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89452\nTitle: Support\nBody:\nI am a parent of three Albemarle County public school students and strongly support the adoption of this guidance for the treatment of transgender students. All youth need a safe and supportive educational space and I believe this document is a meaningful step towards that goal for Virginia.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89453", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89453\nTitle: STRONGLY SUPPORT\nBody:\nTrans children deserve support and if we can find a way to prevent just one of them from experiencing abuse that can lead to suicide then such action needs to be studied and taken. Let's not forget that in the face of progress there has always been dissenters that will deny their dissent years later. White people did not want Black people in their schools, but the children of those white people would never admit their parents held those beliefs. Cisgender, heterosexual people did not want queer people to be happy but now queer people enjoy overwhelming support in national polls. The same will be said of trans students. People will wrongly oppose to their happiness and limiting the unequal and unnecessary treatment they face, but in 10 years will deny they were ever of that mindset. Please set an example, today, that you stand with marginalized people and not their oppressors.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89454", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89454\nTitle: Support\nBody:\nI believe we can provide support for all. These policies and procedures will provide a safe and inclusive educational experience for all students, especially our LGBT youth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89455", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89455\nTitle: Strongly support!\nBody:\nThere is no reason not to support our states children. I strongly support providing support to all LGBT+ children in our state!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89456", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89456\nTitle: Strongly support!\nBody:\nAll students are entitled to a free and appropriate education. PWC and all districts have a responsibility to ensure students feel comfortable and safe, and these policies are a good starting point to that end. Transgender students are one of the most vulnerable populations, and it is absolutely essential to ensure they feel accepted and understood and to instill that acceptance and understanding beginning at a young age.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89457", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89457\nTitle: Strongly Support\nBody:\nAs a parent with children in Fairfax County public schools and as a Registered Nurse, I strongly support this guidance.  It is critical that all our students be given the support they need to succeed in school and that evidence based guidelines be put in place to guide educators to help make this possible.  We know that transgender and non-binary students who receive support at school and at home can be healthy and thrive and those who face discrimination struggle with their education and their physical and mental health.  No one should need to worry about being called the wrong name or pronouns or not being able to use the bathroom that corresponds to their gender identitiy at school.  Additionally, educators need guidelines to help them do their best for their students.  All Virginians deserve the opportunity to thrive.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89458", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89458\nTitle: Comments show the need for this policy!\nBody:\nMany of the comments in opposition to this proposed guidance are ostensibly from parents and community members who express hateful, transphobic opinions. Their trans or gender-nonconforming children may be unable to be open about who they are at home. This only makes it more clear that students need school to be a refuge where they can express themselves safely and receive support.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89459", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89459\nTitle: strongly support!\nBody:\nstrongly support!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89460", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89460\nTitle: Strongly Support\nBody:\nWe need to support LGBTQ+ students in the school systems. And those who are intolerant need to learn why their views are wrong and how they hurt people.  Strongly support!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89461", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89461\nTitle: Absolutely support\nBody:\nThere is no reason not to want to make our students, and everyone, feel safe, supported and loved regardless of their differences.  I cannot imagine why anyone would be opposed.  We need to embrace differences in the world, isn't that why the US is in such turmoil today - maybe not because of LGBTQ, however, because we are not trying to accept that it is ok to believe something other than what our personal beliefs or values are.  It saddens me that people can't care more for each other than to even have to ask permission or have to ask what others think to do the right thing.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89462", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89462\nTitle: Strongly support\nBody:\nStrongly support\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89463", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89463\nTitle: Pass This!\nBody:\nI 100% support this!!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89464", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89464\nTitle: Scientist in support of this policy\nBody:\nAs a professional biologist who also has training in human gender and sexuality studies, I strongly support this evidence-based policy. We are in a period of rapidly learning more about the incredible diversity of human beings, at all levels of both biological sex, sexual orientation, gender identity, and gender expression. This policy applies that new knowledge to making schools safer for our children. Opposition to this policy which claims to be based in biology or \"common sense\" ignores decades of work in biology, psychology, and the social sciences. I strongly encourage the VDOE to listen to the research, and to the many transgender people who would have benefited from similar policies. We have an obligation to make things better for the next generation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89465", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89465\nTitle: Strongly Support\nBody:\nStop playing around.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89466", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89466\nTitle: Strongly Oppose\nBody:\nI am writing to express my strong opposition to the proposed Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools At a time when all efforts should be focused on returning students to in-person instruction, amidst a student population struggling academically, it is illogical and maddening to see the Virginia Department of Education continue to prioritize social engineering indoctrination over providing quality academic instruction. As a resident of Loudoun County, from the diverse classroom libraries debacle to the scandal of promotion of Critical Race Theory to this most recent transgender fiasco, this school system seems hell-bent on implementing progressive policies, which undermine parental rights and the family, and promise to produce an ill-equipped generation, characterized by division, confusion and frustration. Additionally, requiring untruthful pronoun usage by teachers is a compelled speech violation, and demanding that students participate in such a lie violates their right to free speech as well. President Reagan warned of those forces that would weaken or destroy the family, whether from external totalitarian societies that see in the family a natural enemy, or domestic forces within America that erode the stability of the family.  This is what we are witnessing. This policy would be in keeping with and a furtherance of LCPS’s societal assault, as it fails to realize that “progress” does not always progress toward the good (sadly, quite often the contrary), particularly when it latches on to the latest cultural whim or dictate. Continuation down this path of social engineering at the expense of core mission will lead to end of the public school system as we know it, as more families will be forced to opt for homeschooling, private or charter schools, recognizing that through laws and coercion the education of America's youth is being taken out of parent's hands and placed in the hands of secular educators. Virginia should lead the way in abandoning these \"fool's errands\" and return to building a school system whose academics are the highest priority. These efforts go far beyond existing rules already in place to ensure all students are educated in an atmosphere of tolerance to mandated advocacy, where majority students are required to keep up with the ever-changing expectations of the cultural progressives, and memorize what is appropriate or inappropriate—depending on the latest determinations of groups that perceive themselves as beleaguered. Please return to the basics... Respectfully, Kent Husted\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89467", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89467\nTitle: Strongly Support\nBody:\nI strongly support this guidance document. We need better education and policies to support transgender students and their families. Transgender students deserve equal, respectful, and non-discriminatory treatment. If our schools are to be a place for children to learn and grow, they must be a safe environment for ALL children, and this guidance document will help promote such an environment.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89468", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89468\nTitle: Strongly Support\nBody:\nTransgender youth are deserving of the same support and respect that cis youth receive. PWC schools have an opportunity to exist as a supportive atmosphere for these students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89469", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89469\nTitle: STRONGLY SUPPORT\nBody:\nAll youth MUST be protected. The absolute ignorance and hatred evident in many other comments is proof we need this more than ever. I strongly support these policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89470", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89470\nTitle: FULL SUPPORT\nBody:\nDo not let hate win. Let the kids be who they are.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89471", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89471\nTitle: STRONGLY SUPPORT\nBody:\nStudents need a space to feel safe to be themselves in school. These are BASIC HUMAN RIGHTS.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89472", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89472\nTitle: Strongly Support\nBody:\nI support this.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89473", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89473\nTitle: LGBTQ+\nBody:\nSTRONGLY SUPPORT\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89474", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89474\nTitle: Concerns of a Potential Teacher\nBody:\nAs a Catholic, college student, and potential future educator, I cannot condone the policies that the Virginia Department of Education desires to put in place regarding transgender and LGBTQ+ individuals. It appears that the Department believes that these policies are in the best interest of our children. However, I must respectfully disagree. As an educator under the proposed policies, I would fear for the safety and well-being of my students, and for my own safety and well-being. I do not want to enforce policies that go against my belief that God created us \"very good\", male and female (Genesis 1:26-31). To teach anything other than that would keep children from embracing who they are and growing into who they are meant to be. Allowing the proposed changes would only confuse them during a time when they should be reaching further clarity of self. We must not take away a child's right to express their beliefs and grow into responsible citizens. We must also not take away the right that parents and teachers have to pass on their beliefs to their children. While the Department is trying to limit abuses through the proposed policies, I believe that they would allow for more safety violations. I am afraid that my students and I would be victims of harassment and discomfort if forced to use co-ed facilities. Please avoid enacting the proposed policies in order to preserve the physical and mental well-being of our community and our nation. I say this all out of love of our children, and with respect for our policymakers.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89475", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89475\nTitle: Full Support\nBody:\nThis is the future of educating our children - please protect our trans youth. It does not hurt anyone to include ways to educate and protect people’s identities. Thank you, and please see the comments from those who offer their continued support for the advancement of inclusion and ethical pedagogy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89476", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89476\nTitle: Education for ALL\nBody:\nI vow to be a teacher that teaches all. It’s 2021. Why are we still discriminating others?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89477", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89477\nTitle: I fully support\nBody:\nBasic human rights and protections are not a debate\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89478", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89478\nTitle: Fully Support\nBody:\nThis should not even be up for debate, change is needed.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89479", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89479\nTitle: Strongly Oppose\nBody:\nAs a former VA school teacher, I strongly believe in protecting children and advocating for their safety and well-being.  Bullying is never acceptable anywhere, in any form.  However, as a VA resident and mother of school-aged children, I am very concerned about the guidelines proposed in this document.  \"There are no regulations requiring school staff to notify a parent or guardian of a student’s request to affirm their gender identity...” It is completely unacceptable that the school/government would propose to allow the exclusion of parents from something so important as the sexual development/gender identity of their child.  While I believe it is important to create safe spaces for children who struggle with gender dysphoria, the parents must be informed/included in the process.  There are many other parts of this policy that are highly concerning and it must be rejected.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89480", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89480\nTitle: Fully Support\nBody:\nThis is a good and right thing for our schools to do.  Thank you for protecting our students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89481", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89481\nTitle: About time! Strongly support\nBody:\nInclusion and safety for all\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89482", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89482\nTitle: FULLY SUPPORT\nBody:\nAll youth must be protected and feel safe in schools regardless of how they identify!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89483", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89483\nTitle: Strongly Support!\nBody:\nI strongly support this!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89484", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89484\nTitle: STRONGLY OPPOSE\nBody:\nI STRONGLY OPPOSE the Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools The proposed policies exclude parents from their proper role in the lives of their minor children, deliberately disrupting the nuclear family dynamic; and take virtually no notice of the increasing amount of evidence that gender dysphoria is a disorder that can be treated, not a choice. Further, this policy imposes behavior on teachers with which they must comply or face dismissal. It imposes behavior on children they are not equipped to understand and which may very well be strenuously opposed by their families and religious communities. It's hardly necessary to go to this extreme to teach children to treat their peers with kindness, particularly those suffering from disorders or disabilities.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89485", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89485\nTitle: Fully endorse\nBody:\nThere is a ton of great content in here. Thank you for putting this together. Some sentences struck me as particularly great: \"Regardless of the circumstances, the school should support the student’s need for privacy and not disclose a student’s gender identity to other students or parents.\" \"When a student undergoes a public gender transition, schools should work proactively to set clear boundaries about being gender inclusive and respond to negative reactions from the school community should they arise.\" \"School divisions should accept a student’s assertion of their gender identity without requiring any particular substantiating evidence, including diagnosis, treatment, or legal documents.\" \"A school employee’s intentional and persistent refusal to respect a student’s asserted name and pronoun is considered discriminatory.\" \"The protection of the student’s legal name and gender as sensitive information would prevent a student’s transgender status from being disclosed, such as by a substitute teacher.\" \"Dress codes, including hairstyles, should encompass broad guidelines that are not gender-specific and free of gender stereotypes.\" \"Students should be allowed to use the facility that corresponds to their consistently asserted gender identity.\" Great job putting this together. The only deficiency I see is that the guidelines seem to avoid extending protections to transgender children who participate in athletic activities. I urge you to rectify that gap. Otherwise, this is stellar. Thank you!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89486", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89486\nTitle: Strongly opposed\nBody:\nI do not agree with this, and strongly oppose and do not want the government or school systems involved with this at all! I do not want your radical view on male and female indoctrinated into our school systems to sway our children and confuse them further.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89487", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89487\nTitle: Strongly Support\nBody:\nEvery student, regardless of sexual orientation or gender identity, deserves a safe and welcoming learning environment. Transgender students, like any student, must be respected and protected by the school. As a recent VA public school student, I am certain that the student body will only benefit from the passage of this policy, which is vital in protecting the most vulnerable student populations.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89488", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89488\nTitle: Strongly oppose\nBody:\nLeave our children alone to learn. This social engineering is harming them.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89489", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89489\nTitle: Strongly oppose transgender policies\nBody:\nThe proposed VDOE transgender policies are an egregious attack on the Constitutional rights of sexually normal students and of parents and teachers who oppose the prejudiced agenda of the Virginia Department of Education.  The policies cater to the wishes of a few students, while violating the legitimate concerns of the majority of students, parents and teachers. It is an undeniable fact that sex of a child is determined at the moment of conception when the child either receives XX (female) or XY (male) chromosomes.  Even very young children know the difference between girls and boys.  It is sad that some teens and older children develop sexual confusion, possibly due to molestation, peer pressure, and media influences.  My wife once worked with some teenage girls who said that in their high school it was considered “cool” to identify as “gay.”  In that instance, peer pressure and status in the high school environment outweighed reality and common sense. Parents of minor children, not the VDOE, have the primary responsibility for the upbringing and welfare of their children. The proposed policy would violate the rights of parents and prevent them from properly fulfilling their God-given responsibilities.  Moreover, the policies allow minor children to be the undisputed authority in the schools rather than teachers. The wishes of the students become paramount and the teachers relinquish their adult authority to become servants of the students.  Historically, education in the US inculcated moral values along with the three R’s.  The result was a cohesive society which allowed the US to flourish.  Without a moral foundation, societies disintegrate into selfish unsustainable cultures. Minor children are not able to comprehend the future implications of their decisions to “change” their sex.  Many adults who surgically changed their sex later regretted the decision.  Because they could not change their DNA, they are living a lie and become a second-class member of the opposite sex, rather than a first-class member of their God-given sex. We are glad we didn’t have to worry about the opposite sex being in our locker rooms when we took physical education. Going through puberty is difficult enough without creating an additional, unnecessary, source of stress. We urge the Virginia Department of Education to use good judgement and common sense and drop the proposed transgender policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89490", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89490\nTitle: Supporting Trans Rights!\nBody:\nI absolutely support this! with everything in me. As a trans person myself, it means a LOT to me to see other kids like me get the support that they need when i didnt have it.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89491", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89491\nTitle: I support!\nBody:\nI fully support the transgender community. The world is changing and so should we. We shouldn't hate or shame these people for being themselves.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89492", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89492\nTitle: Strongly support\nBody:\nAs a parent, educator, friend, and human, I support this guidance.  This document helps provide direction for how transgender issues can be addressed in a way that is safe and supportive for all.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89493", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89493\nTitle: support\nBody:\nAs a parent, educator, friend, and human, I support the guidance. This document helps provide direction for how transgender issues can be addressed in a way that is safe and supportive for all.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89494", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89494\nTitle: Transgender Policies\nBody:\nPlease recognize and respect the role of parents in the policies that affect their children in the school environments.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89495", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89495\nTitle: Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nBody:\nI strongly oppose this type of dangerous legislation which is intended to legislate immoral cultural movements onto the men and women and boys and girls of Virginia.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89496", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89496\nTitle: Strongly Oppose\nBody:\nI strongly oppose the draft model policies for the treatment of transgender students in the state of Virginia. All children should be respected, and this document does not sufficiently respect or protect the privacy rights of children who do identify as their sis gender.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89497", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89497\nTitle: Strongly support\nBody:\nStrongly support, any and all should have equality, no exceptions.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88747", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88747\nTitle: Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nBody:\nI am \"for\" equal treatment and non-discrimination pretty much across the board.  At the same time, I am opposed to chaos in the classroom and in schools that may be caused by students \"playing games\" with gender identity. I have heard numerous stories from well-meaning teachers being subjected to disciplinary discussions after failing to use the proper names and pronouns when calling on students in the classroom who have decided to switch identities back and forth. I agree that guidelines are needed.  Make sure the final product is in the best interest of both the students AND the teachers who are trying to keep order in a classroom.  Gender confusion for adolescents is a concern in relatively small percentage, but keep in mind it is a concern for the adults we hold accountable to teach our adolescents. Also concerning is that information can be withheld from parents.  Parents must accept responsibility for their childrens' learning and their actions while in school.  To keep them in the dark is problematic.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88748", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88748\nTitle: Strongly Against Transgender Teaching\nBody:\nAddressing transgender identities is ludicrous. No “child” has any TRUE notion if they should change their sex. In the 1970’s, I worked at Hopkins as an RN; patients needed to be 21 years of age & have a minimum of 1 year psychotherapy before any sex change. The program was a failure due to severe psychological trauma to the individual. Now we are at it again with no age designation or psychotherapy. You can ask anyone if they want to be called male or female, but they are a boy or girl at birth. Why would the schools decrease the amount of American history taught in school, but force this insanity to be addressed. Those that say, Good Idea, have No Idea! But the schools will follow demented NANCY PELOSI’s lead & prohibit correct & rational pronouns. Go right ahead, the school board will proclaim to all how insane they are. WOKE?  I think not. INSANE? Yes. I am too disgusted with anything in the government, including the public schools, to respect what they think, believe or ram down our throats. P.S. I am a female.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88749", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88749\nTitle: Support all people\nBody:\nWhy would you not support this? Evidence based and in a framework of love and acceptance of others.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88750", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88750\nTitle: Do NOT approve this inhumane, destructive and counterproductive policy!\nBody:\nI am outraged and strongly object to the Policies for the Treatment of Transgender Students in Virginia’s Public Schools being considered. It is destructive and divisive. It creates an aura of secrecy and mistrust among our teachers, students, and their families. It violates the rights of parents and undermines the authority of teachers and school officials. It encourages adolescents and even younger children to \"make a decision\" about something that is already decided by their DNA, thus causing more harm and confusion for students that are already struggling in the uncertainty of our current times. I cannot imagine what could possibly cause our government to consider imposing such harmful policies on our citizens.  PLEASE DO NOT APPROVE THESE UNFAIR POLICIES!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88751", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88751\nTitle: transgender proposal\nBody:\nThis is so insane that I thought it was a joke.  Thank God for private schools. This would result in uncontrolled voyeurism and direct violation of an expected right to privacy.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88755", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88755\nTitle: I STRONGLY OPPOSE\nBody:\nI strongly OPPOSE this measure. This is harmful to society and DISCRIMINATORY against students whose own world view, identity, and/or religion prohibits them from acknowledging transgenderism.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88758", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88758\nTitle: Oppose\nBody:\nI strongly oppose this as a parent and an educator. My job as a parent is to guide and teach my child. It is not the responsibility of the school. Their job is to education my child in English, Math, Science, Social Studies, etc.. As an educator, my job is to educate students in the subjects that I teach and to not worry about being charged with discrimination or harassment. I need to be able to educate without having to worry about this. My focus is on the whole child and one that can read and write and perform in order to better society in the future. My middle schooler should be able to go to the locker room or bathroom with the same sex and not have his education thwarted by worrying about who he will find there.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88759", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88759\nTitle: Strongly Oppose VDOE's Transgender Guidelines\nBody:\nAs a local pastor, I can without hesitation state that the overwhelming majority of my membership stand strongly AGAINST the VDOE transgender policies.  This is an extremely dangerous policy that will without question bring emotional, and potentially, physical harm to many students in the future.  We need courageous leaders who will stand for the safety of girls especially, but boys as well.  Please do not let this move forward!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88761", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88761\nTitle: Opposed\nBody:\nI am opposed to the Treatment of Transgender policies. This would only open up a Pandora’s Box of issues, and it would be more hurtful than helpful to our students. Please don’t pass these policies!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88762", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88762\nTitle: Strongly Oppose this policy\nBody:\nI strongly oppose this policy.  It is detrimental to parental rights, destructive in its aim to corrupt our children and ignores basic science.  Our schools should be facilities of education and not indoctrination.  When our schools are graduating students that are illiterate, have low math scores and no grasp of history or life skills, there are much higher priorities than gender \"choices\".  Our current political climate shows our schools are failing our students.  They are graduating college with high debt and no skills.  We have college graduates that cannot make a budget or balance their checkbook. There is little personal responsibility and no real understanding of the debt the students chose to take on. Parental rights should be given top priority.  Our students should not have to be re-educated when they get home to learn family values and gain emotional stability.  Parents should not have to fight the school system to prevent schools from teaching unbiblical and unrealistic new norms.  As this reaches into personal and religious beliefs, it is the parents choice as to whether this should be taught to their children.  Any attempt to bypass the parents decision should be immediately dismissed as a course of action. How would you determine at what age this is acceptable to be taught?  The truth is you can't determine it.  Children drive at 16, vote at 18 (and are considered legal adults) and yet we restrict them from drinking until they reach 21 because they do not have the maturity to make that decision.  If they are not mature enough to have an adult beverage, they are certainly not mature enough to \"choose\" their gender.    No child under the age of 18 should have this propaganda taught to them.  They lack the maturity to have stable relationships and adolescence is difficult enough with out having this nonsense pushed on them. Finally, there is a lot of discussion about science and science deniers.  We cannot have it both ways.  We cannot say follow the science on climate change at the same time saying ignore the science that there are two genders.  We cannot claim that we are teaching facts that the earth is round and then turn around and say gender is fluid.  Facts and data matter.  The greatest generation had the advantage of going through tough times and realize that there are facts in the world we may not like.  That made them stronger, not weaker.  We are weakening our youth by letting them choose the facts they want to believe.  Science is the study of facts and learning based on data.  We cannot teach our children that facts and data do not matter and expect to excel as a society. Thank you\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88763", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88763\nTitle: Fully support!\nBody:\nI fully support any and all efforts to improve transgender student rights, services and support. Please continue to work to make Virginia a safer and welcoming place for transgender youth.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88766", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88766\nTitle: I Strongly Oppose!!\nBody:\nI strongly Oppose! This is not good for our students, staff or community. Please think about the negative outcomes this will bring forth; instead of just pleasing one small group.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88767", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88767\nTitle: Completely Against\nBody:\nThis is an outrage! Completely against this policy!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88768", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88768\nTitle: I strongly oppose this public school policy initiative regarding self-declared transgender students\nBody:\nI strongly oppose any and all Virginia Department of Education policy initiatives outlined herein regarding the recognition and special treatment of self identified transgender students. This is one of the most misguided, destructive policy initiatives to ever come from the state legislature. Transgender students need special attention and help, but that help MUST be in the form of mental health services, not pandering to another special interest group that you think you can turn into a voting block. This initiative hits a new low, even for a democrat. You should be jailed for treason to even suggest such an absurdity. The good news here is if you go through with this, you WILL pay the price at the ballot box.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88769", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88769\nTitle: IN FULL SUPPORT\nBody:\nI whole hardly support this initiative because my child deserves to be in a supportive and caring environment that allows them to succeed in school. I fail to understand how my child’s identified gender affects anyone else’s liberties or freedoms.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88770", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88770\nTitle: This policy endangers trans and non-trans students!\nBody:\nI read the VDOE suggested policies regarding trans students and have a number of concerns I'd like to share. First and foremost, literally decades of research have shown that the vast majority of children and teens that identify as trans, actually transition to their biologic gender by adulthood with watchful waiting, and are happy with that decision! I find it concerning that schools would interfere with parental guidance about sexuality, especially if deemed non-affirming. Non-affirming is not automatically, or the equivalent of, abusive. Pushing a trans agenda because a student \"feels\" that way for a time can lead to irreversible consequences of hormone treatments and/or surgery. We don't have solid evidence-based medicine to endorse these policies; we are likely causing future harm for the majority of trans students that will switch (or wish they could switch) back in future years. Particularly concerning is the utter disregard for the vast majority of non-trans student rights! Without some form of verification of trans status, what will prevent curious/devious/predatory persons from taking advantage of these policies for their own pleasure. I doubt it will take long for a number of teen boys to realize they can enter a girls locker room to watch girls change, and they can't even be questioned. Even if questioned, they could claim they \"felt\" like a girl that moment, day, etc. This will cause psychological harm to many children. A similar concern involves the discrimination policy. If students can change their preferred gender, name, and pronoun at will, it'll be nearly impossible to keep up for peers and faculty. It won't take long for a clever student to change as needed to claim he or she or ? is being discriminated against by someone they don't like. How would you ever be able to sort this out the way the polices are written. We're asking for more problems than providing solutions. Lastly, while students are wrestling with these important issues, I agree they should not be harassed or abused. However, I don't see how current policies fail to protect them from bullying the same as anyone else.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88771", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88771\nTitle: I support the vdoe guidance\nBody:\nI do support the guidance as I believe all people should be treated with respect, dignity and kindness\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88772", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88772\nTitle: draft model policies for the treatment of transgender students\nBody:\nStrongly oppose this guidance...its morally wrong and will lead to unintended consequences   further eroding the fabric of our society and the value of our family structure.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88773", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88773\nTitle: I fully oppose this guidance\nBody:\nThis guidance includes potential discipline based on persistent use of incorrect pronouns.  It is quite literally impossible to know which pronouns someone prefers unless they decide to wear it on their shirt. There are also at least 7 different terms for gender identification in this document (definitions).  If you have to create a dictionary for people to understand what you are trying to convey then it is madness to even consider discipline based on the shifting sands of gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88774", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88774\nTitle: I strongly oppose!\nBody:\nI strongly oppose these transgender policies.  These policies will endanger all students not just the transgender students.  It will create a school environment that’s hostile towards faculty and students with deeply held religious and personal convictions on traditional definitions of sex and gender. This is too difficult for faculty to facilitate and not practical.  This will cause more confusion for the kids and teachers.  Teachers have enough to deal with on their hands.  The main focus for all schools is to educate the basics so they can be competent in reading, writing and math and history especially American history that is NOT based on critical race theory.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88775", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88775\nTitle: ALL NOTIONS OF TRANSGENDER SUPPORT IN EDUCATION ARE UNCONSTITUTIONAL\nBody:\nThis policy clearly violates the 1st Amendment to the Constitution.  It amounts to law made by Congress and implemented through VDOE which DIS respects many if not all establishments of religion. This policy violates the 8th Amendment to the Constitution.  It leads children to a mode of existence that ultimately conflicts with their biological nature, leading to the cruel and unusual punishment of persons, who, having made ill-informed and ignorant choices as children, will be forced into situations from which they may never be able to retreat, which will destroy, prevent and twist the actualization of their natural talents and abilities towards the pursuit of happiness. This policy violates the 9th Amendment to the Constitution in that inevitably leads to situations wherein the rights of some members of the population will be denied and disparaged, e.g. rights of women to compete in sports without competition from men. This policy violates the 13th Amendment to the Constitution in that it creates and encourages a situation of involuntary servitude to a transgender existence. This policy violates the 14th Amendment to the Constitution in that it creates situation that ultimately deprive transgendered adults of their natural rights to unconstrained life and liberty to exist as a naturally sexed person. This policy confounds the terms of the 25th Amendment to the Constitution by creating a class of persons who can not be identified under the terms of this amendment, e.g.: the pronoun \"his\" and \"he\" are used seven times in this Amendment.  The import of this Amendment is vitiated by this policy's elimination of these terms from common parlance.  Before any such policy is created, an Amendment to the Constitution must be obtained to prevent the policy from vitiating this Amendment. The legal system of the United States abounds with distinctions based on identification by Sex.  No policy should be instituted which forces a change to the legal code of either State or Federal Government.  Changes to legal terminology should not be the product of educational policy but rather driven by top down legislative action, including first having amended to the Constitutions of each of the States and of the United States.. It is beyond the charter for the VDOE to institute policy which will change the underlying nature of any or all parallel and superior elements, systems, or agencies of government, commerce, science et al.  VDOE policy MUST be subordinate to the needs of all other departments so to \"educate\" to the needs of others.  This proposed policy is tantamount to an initiative by VDOE to undermine ALL other elements of government, commerce, religion et al in the State.  Such an initiative is UNCONSTITUTIONAL, and it is clearly OUT OF SCOPE for VDOE.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88776", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88776\nTitle: I do not support this!\nBody:\nOppose transgender student policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88777", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88777\nTitle: all documents on self declaration of transgender and treatment of transgender .\nBody:\nI strongly oppose these documents on self declaration of transgender and treatment of transgender students A family is the first Institution ever formed and parental input and guidance is a first  for a child. Transgender is a world defined label with no legal or moral standing that needs a deep look at .  This will surely endanger all students. The implications and building up and forming the character of a child with such policies is horrendous mis-guiding  with far reaching adverse consequences to a future society.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88778", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88778\nTitle: Against all proposed policies\nBody:\nI’m thankful for the opportunity to offer a comment. These proposals bewildered me as a parent. As I looked at the names of contributors to these proposals I was shocked to see the names listed. I am writing as a parent. But these proposals should be concerning for anyone considering having children, who has children, or grandchildren. These proposals are a clear violation of parental rights. Why should the government be interfering in the parent-child relationship and hiding information from the parents? There must be clear evidence of abuse for that to occur and these proposals are clearly overstepping of the government’s role. It also sets a scary precedent for what the government may try to infiltrate. This is absolutely an area that the government has no basis for meddling in. The parent-child relationship ought to be unmeddled with. The importance of the parent-child relationship and the family unit is so strong that we have moved away from orphanages for those truly abused or alone and have placed those individuals in foster care. In a family unit. Because the parent (or acting parent) has the best understanding of their child’s needs. And as anyone who has served in the foster system can attest the government generally does a lousy job “helping” those children. Having a school staff member support a child through a gender change without the parents’ knowledge or consent is devastatingly destructive to that child and family. Overwhelming statistics show the incredibly high suicide rate for people who identify as transgender and then go through with hormone therapy/surgery. It’s obvious that continuing down the road of pursuing a transgender lifestyle is hurtful and destructive to that individual. A parent would have the child’s best interests at heart more than any unrelated staff member. No parent aware of the risks would willingly allow their child to be subjected to a pseudo-medical procedure that is statistically proven to increase the odds of confusion, regret, and suicidal thoughts for their child - for a lifetime. Stripping parents of their ability to protect their child from these hazards is an unprecedented violation of their rights, knowingly places children in harm’s way, and ignores numerous psychological studies.  I’m baffled that anyone would think these policies could save lives as other comments have suggested. That’s statistically untrue. Freedom of speech is infringed upon here too. There are some things that are just facts. The sky is blue. Say a teacher or student addresses a boy in the class as “he”, who decides they want to be addressed as a female (that hour, which may change 3 hours from now... as the proposal is written) and use the wrong pronoun for that moment. How can they be held accountable for that? The pronoun use is written completely arbitrarily in a way that asks to be abused by an angsty child with a disrespect for authority. Letting a child decide which dressing room to use on a whim is asking for all kinds of abusive scenarios. This is ludicrous. Has anyone who contributed to the proposals been or met a teenage boy? Of course this will be abused. Unbelievable that it’s being considered. For the safety of the students and the protection of the parent-child relationship these proposals should be abandoned in their entirety.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88779", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88779\nTitle: Follow the science.\nBody:\nFollow the science.  There are two sexes, male and female, as identified by XY and XX chromosomes. Don't confuse helpless children by wielding your power to promote gender dysphoria.  That is child abuse. Each sex deserves their own changing and rest room facilities.  So, don't violate their privacy rights.  That should be a crime. In addition, girls and young women deserve their own sports programs.  They shouldn't have to compete with biological males which puts them at an unfair disadvantage. Finally, do not demand that school employees lie about the sex of anyone.  That is a violation of First Amendment rights, and does a disservice to everyone including the person you want to help. The fact that I have to remind you of these basic truths, should embarrass you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88780", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88780\nTitle: I support protections for trans students in Virginia\nBody:\nI support protections for trans students in Virginia!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88781", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88781\nTitle: I support the proposed protections\nBody:\nAnyone citing science hasn't likely looked into the science community's views on gender and needs to start educating themselves before they try to educate others. I am glad to see these proposals to protect our students  in the LGBTQ+ community.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88782", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88782\nTitle: Follow the science.\nBody:\nCOL(Ret) Wally Bunyea said what needed to be said most eloquently below.  Unapologetically, I'm not quite so eloquent.  All teachers unions need to be eliminated and many of our school board members need to be fired for pushing their social agendas onto our children of all ages.  This includes our Marxist professors in our American colleges.  STOP THE INDOCTRINATION NOW!  I don't shove my belief systems or heterosexuality down your your throats.  How DARE you think you can do so to OUR children!  They are NOT your children to mold and influence about sexual matters.  Ridiculous how obviously wrong this is.  Leave your personal sexual preferences and agendas where they belong:  In your personal life.  Stop trying SO HARD to convince the world your belief system is \"normal\" and HAS TO BE everyone's belief system.  Perhaps you need to look inward to see why it's so important you need our impressionable children's/college-aged adults' approval.  Next thing you know, pedophilia will be legalized.  One deviation leads to one more, then one more.  Where does it end?   STOP THE MADNESS NOW!   Parents have finally opened their eyes and WE ARE ONTO YOU!  LEAVE OUR CHILDREN ALONE! Follow the science. Follow the science.  There are two sexes, male and female, as identified by XY and XX chromosomes. Don't confuse helpless children by wielding your power to promote gender dysphoria.  That is child abuse. Each sex deserves their own changing and rest room facilities.  So, don't violate their privacy rights.  That should be a crime. In addition, girls and young women deserve their own sports programs.  They shouldn't have to compete with biological males which puts them at an unfair disadvantage. Finally, do not demand that school employees lie about the sex of anyone.  That is a violation of First Amendment rights, and does a disservice to everyone including the person you want to help. The fact that I have to remind you of these basic truths, should embarrass you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88783", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88783\nTitle: Strongly Oppose VDOE's Transgender Guidelines\nBody:\nStrongly Oppose VDOE's Transgender Guidelines As a local pastor, I lead a congregation that overwhelming opposes and stands strongly AGAINST the VDOE transgender policies.  This is an extremely dangerous policy for children, parents, teachers, and for the government, citizenship and our freedoms.  These policies will without question bring emotional and psychological and likely physical harm to many students in the future.  We need courageous leaders with common sense enough to let God’s obvious biological design of male and female be honored in a way that protects girls especially and also boys.  Please oppose this and do not let anything resembling it move forward at all.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88784", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88784\nTitle: In full support\nBody:\nI fully support this guidance. All children should be  educated in an environment that accepts them and is safe for them. It’s also important to me that my own children attend schools that respect diversity and value equity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88785", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88785\nTitle: Reject these transgender guidelines\nBody:\nPlease reject these transgender guidelines 100%\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88786", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88786\nTitle: Support\nBody:\nI support this guidance because every student deserves a school environment that is safe and welcoming for everyone.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88788", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88788\nTitle: Transgender\nBody:\nI strongly oppose these rasdical theories that eradicate all distinctions between male and female and indoctrinate our school children and ask that you vote NO on this!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88790", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88790\nTitle: Totally opposed to all\nBody:\nThese people are sick and need to treated that way. Stop this insanity. Liberalism is a mental disorder.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88791", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88791\nTitle: I strongly oppose these proposed gender policies\nBody:\nI strongly oppose the proposed gender policies!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88792", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88792\nTitle: Reject\nBody:\nStrongly oppose!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88794", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88794\nTitle: As a parent with public school students, I see so many issues with this policy. Please vote NO!\nBody:\nAs a public school parent, I see many issues. You are making other students uncomfortable having to share intimate spaces with other genders. Will my high school student be provided a private place to change if he is uncomfortable in a locker room situation? Will my high school student be provided special accommodations in an overnight trip situation? The rest of us have to forego long traditions of homecoming courts, father-daughter dances, etc. because a person might find it uncomfortable? That is not equitable. Pandering to the desires of a few at the expense of most of the others is not equity. Assemblies against all bullying in all forms no matter what the reason is applauded, but assemblies promoting transgender lifestyle is  a promotion of certain beliefs that may counter the beliefs and religion of many students. It is not the purpose of education. Teaching transgender victories is recent and current politics and should only be taught in a class focusing on current events. It should not be part of regular social studies curriculum.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88797", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88797\nTitle: Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nBody:\nI am strongly opposed to this whole set of regulations re: transgender in our schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88798", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88798\nTitle: Strongly Oppose Transgender Policies\nBody:\nI strongly disagree with schools adopting gender-neutral policies. There are innumerable risks to the safety of other students, and it ignores the natural state in which God has created people. The potential for abuse by teachers toward students who are vulnerable, and by other students, aside from the general affront to the decency of many people's beliefs, is great. This is a political, moral and religious issue that families need to handle in their own way. Children are not wards of the state, and school officials should not be in the position of handling a situation like this, particularly outside of the parent's knowledge. Schools will lose a number of very talented teachers if they are forced to adopt these policies. It puts teachers in too vulnerable of a position should a student change their 'identity' from day to day. Not to mention, this completely ignores a teacher's right to believe what they believe about this issue. We can be free until it destroys other people's beliefs, and the gender at birth is clear. The fact we're debating this as a society shows how far we've gone from logic and reality. How can teachers and other students be forced to adopt policies that will go against their conscience so that the minority are comfortable?  This is outrageous. God has entrusted children to their parents, not the school administrators and not the government.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88799", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88799\nTitle: STRONGLY AGREE\nBody:\nI am in full support of these polices. As a school counselor, it is my ethical duty to make sure ALL students are treated with respect and have equal rights. Students should feel safe and included at school and these polices will help transgender students feel this way.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88800", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88800\nTitle: In Full Support of All Children Being Accepted and Safe\nBody:\nI am in full support of the Virginia Depart of Education’s guidelines. All students deserve to feel safe and accepted while at school (and elsewhere). Having been a former teacher and central office professional development employee, i know this guidance will be helpful to provide consistent guidelines across the state in all school divisions. Thank you for thoughtfully creating these guidelines to protect the future.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88801", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88801\nTitle: this could be easily abused, oppose\nBody:\nI'm worried that my child could be negatively affected by the school or governing body for stating an observation that my child may not have been made aware of.  Why would disciplinary action be taken for a student OR teacher that may honestly not have known there was a 'preferred' pronoun. If it is not made obvious to the student or faculty member, it should not be considered harassment or discrimination as a 'preference' may not be obvious.  The schools already do an extremely poor job at 'stopping' bullying regarding students, maybe that should be worked on before more occurs. This could easily be abused by an individual to use this against another for selfish reasons (bullying) if this is the action that would be taken for a common and obvious assumption that has otherwise not been brought to the \"harasser's\" attention.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88802", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88802\nTitle: Support\nBody:\nThis seems like common sense, trans kids are kids and deserve to be in a supportive environment where they can grow and be safe. I fully support this as it is a step in the right direction. Don't let religious bigots dominate the narrative, we are talking about protecting children in school, all kids deserve to feel safe while in school and this can absolutely help with that.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88803", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88803\nTitle: Wholeheartedly SUPPORT\nBody:\nWe ABSOLUTELY need to support this policy, and protect our young trans folx from bullying and harassment.  We need to adopt and foster INCLUSIVITY in all areas of society as well.  I'm also glad to be able to read the opposing comments to this policy so that my family and I can actively AVOID people who have such ignorance, bigotry, and hatred in our community.  Those people should be ashamed of themselves.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88805", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88805\nTitle: Support Trans Youth\nBody:\nI strongly support our trans youth & making them feel safe & accepted at school is a basic, fundamental right. So many of these students are lost to suicide every year because of hateful bullying & lack of acceptance of their true selves. Please vote to support this legislation & to support the trans community.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88806", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88806\nTitle: Guidance Document\nBody:\nFULLY SUPPORT\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88807", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88807\nTitle: FULLY SUPPORT\nBody:\nFully Support\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88808", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88808\nTitle: Support our Transgender Community\nBody:\nOur Transgender community needs to be supported. Especially Transgender teens have a much higher rate of suicide, we need this to end. They need to know that their school system has their back and is supportive of them and is doing everything in their power to do these things.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88809", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88809\nTitle: FULLY SUPPORT\nBody:\nI fully support these common sense guidelines for making sure ALL students are safe and welcome at school.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88810", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88810\nTitle: Strongly Support Trans Youth\nBody:\nBigotry, discrimination, bullying, and transphobia have no place in Virginia schools. This guidance document change simply affords to all students the agency provided all others. Virginia must comply with nondiscrimination laws. All students ARE entitled to a safe and supportive learning environment free from discrimination and harassment for all students. There can be no question that these are fundamental rights of all people. I strongly urge Virginia to adopt the guidance document change and fully embrace non-discriminatory, inclusive, guidance and access to public education for all Virginia students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88811", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88811\nTitle: Support of transgender student guidelines\nBody:\nI am in full support of the proposed guidance. I have a close friend with a transgender son who homeschools him in order to shield him from discrimination and the pain of non- acceptance. Every child has a right to a good education and the right to live their truth. These students are no different than others with the same hopes and aspirations. Please pass the proposed guidance.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88812", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88812\nTitle: 100% Support\nBody:\nI fully support this evidence-based, common sense guidance. EVERY student in the Commonwealth has the right to learn in an environment that is safe, equitable, and inclusive - regardless of gender identity. As an employee of Richmond Public Schools, I have seen firsthand the positive impact that a nurturing school environment can have on the health and well-being of students. LGBTQ+ students, who face bullying and discrimination at higher rates than their cisgender and heterosexual classmates, must be afforded the same opportunities to feel safe and cared for while at school. These model policies are a necessary step in ensuring equity for all students across Virginia.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88813", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88813\nTitle: Oppose proposed Transgender Policies\nBody:\nGender confusion among school age children is not unknown. Most of these students outgrow their gender/sex confusion and become comfortable with their biological bodies as determined by their DNA.                                                                                                                                      Our biological bodies are either boy or girl, man or woman. Confusion over sex and gender are the same thing. Confusion over your sex and gender is a mental problem. You don't solve mental problems with hormones and surgery.                                                                                  The proposed Transgender Policies for Virginia schools would open up a Pandora's box of problems. You're acting on a students without any other information. This makes no sense. And it will have students gaming the system.                                                                                             The proposed policies completely take the parents out of the picture. They either accept the school's dictates or are told to get lost. What happened to parental authority for children under eighteen years of age? That's a big change in the law.                               Transgenderism, when it exists , should be treated by professionals who have experience in this area. Our children and students must not be sent down a road leading to confusion, high risk, depression and possible suicide. This policy is not in the best interests of our children.                                                                                                                    John Green\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88815", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88815\nTitle: Strongly oppose!\nBody:\nWe need to keep the distinctions between genders for our children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88816", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88816\nTitle: 100% support\nBody:\nI urge you to completely support these standards to provide basic decency to transgender students.  These are long overdue.   Transgender students have a much higher suicide rate than cisgender students.  All this asks is that we treat them with basic decency.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88818", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88818\nTitle: Fully support\nBody:\nI fully support this common sense guidance because all students are entitled to a safe and non-discriminatory learning environment.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88819", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88819\nTitle: 100% support\nBody:\nThis is necessary guidance.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88821", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88821\nTitle: INGSOC & Newspeak does not overwrite real definitions of male and female\nBody:\nMale: noun - a person bearing an X & Y chromosome pair in the cell nuclei and normally having a penis, scrotum, and testicles, and developing facial hair; a boy or a man. Female: noun - a person bearing two X chromosomes in the cell nuclei and who has a vagina, uterus, and ovaries, and developing a relatively rounded body and enlarged breasts at puberty, and retaining a hairless face; a girl or woman. There is a war on women by the international left. They seek to turn all sports into sports dominated by men just to start. A man wearing a skirt, a wig, or who has breast transplants is still a man because of his biological makeup, which cannot change no matter how the man “feels” on a given day and irregardless to the level of indoctrination he, and those around him, have been programmed with. Just as a woman will always be a woman no matter how she dresses because chromosomes cannot be changed. Instead of lying to Americans and trying to force them to believe INGSOC and newspeak definitions for well established words, we should be celebrating the differences between men and women. Most women are awesome at being women just as most men are awesome at being men. When we demand that there be no difference between anyone, we eliminate just another part of what being an individual truly means. I pulled my son out of lefty centers of indoctrination (public “schools”) last year as I saw this nonsense coming. Stop indoctrinating the next generation into Orwellian BS. This proposed change is designed to drive a wedge between Americans and it will forever damage the relationship we have with our fellow Americans. ”The (democrat) party seeks power entirely for its own sake. [They] are not interested in the good of others; [they] are interested solely in power, pure power.” ~ George Orwell, 1984.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88822", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88822\nTitle: Support, 100%\nBody:\nGender fluidity has been present all over the world for as long as human history can show. Gender norms change constantly over time, by region, and religion. These strict human constructs have shown to do harm. Numerous studies show suicides decrease with acceptance, https://scholar.google.com/scholar?q=transgender+suicide+decreases&hl=en&as_sdt=0&as_vis=1&oi=scholart\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88824", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88824\nTitle: No way\nBody:\nIt is about time that we the people of VA fight to support our Christian values with common sense. We have to stop government telling a parent how to parent.  It is about time the people of Virginia stop and stand up for our values and rights. This state is trying to erase everything that we stand for as Christians and citizens of this once fine State of Virginia.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88827", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88827\nTitle: Transgender Proposal for VA school systems.\nBody:\nI oppose this current proposal of Transgender policies for VA school systems!!  This will affect all humans and totally goes against our creator GOD!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88828", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88828\nTitle: ??SUPPORT??\nBody:\nTransgender individuals, especially young ones, deserve the basic respect of everyone. I believe this piece of legislation is very helpful!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88829", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88829\nTitle: Support\nBody:\nI wholeheartedly support the guidance document for the treatment of trans and gender non-binary students in middle and high school. These young people are at increased risk for being harassed or bullied, and are at increased risk for mental health problems which are not intrinsic to their gender status, but are the result of  bullying by classmates, or worse, by teachers or administrators. Inclusive policies based on current research and understanding of gender issues won't solve all the problems these students encounter--but it's appropriate for a school system to set the tone for how students are treated, and to lead the way in meeting their needs. Schools must be part of the solution, not part of the problem.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88834", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88834\nTitle: Progress in the right direction\nBody:\nI strongly support this piece of legislation. It was thoughtfully crafted. All peoples, particularly those belonging to marginalized groups like the transgender community, deserve respect, understanding, and legal protection of their freedoms. I am proud of this legislation, and I hope to see it implemented with fidelity soon.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88839", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88839\nTitle: Whole heartedly approve\nBody:\nApprove!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88843", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88843\nTitle: I am in FULL SUPPORT\nBody:\nI fully support the implementation of these Model Policies in every school in Virginia. At their root, they are about nondiscrimination -- surely an idea that everyone can get behind. Transgender and gender non-conforming individuals face regular harassment, bullying, and discrimination in workplaces, schools, and public areas, and these policies will go a long way to making sure that every Virginia child has a safe space. To the dissenters, these policies are not the result of random experiences or a specific agenda, they come from the lived and shared experience of 100s and 1000s of transgender folx who experience depression, anxiety, and suicidal thoughts on a daily basis because of the way they are treated, as well as thorough and non-partisan research conducted by the VDOE, school psychologists, school social workers, and family specialists. It has the support of stakeholders from across Virginia's school systems, professional associations, and individuals who have either the academic expertise or lived experience to conclude definitively that policies like this would help.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88852", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88852\nTitle: Support!\nBody:\nTo be ready to learn, kids need to feel safe. These policies will help make schools safe for our LGBTQ kids.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88854", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88854\nTitle: STRONGLY OPPOSE\nBody:\nI strongly oppose the VDOE's proposed guidelines in regards to \"transgender\" policies!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88856", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88856\nTitle: Vehemently disapprove\nBody:\nI do not approve of the proposed guidelines. They are based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children. Virginia is rapidly becoming the laughingstock of the nation.  I don’t want our tax dollars supporting such nonsense.  We are seriously thinking about moving to another state.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88857", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88857\nTitle: Strongly Oppose!\nBody:\ni Strongly Oppose this very much!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88860", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88860\nTitle: Hold teachers and administrators accountable!\nBody:\nTeacher's tenure contracts should hold a clause that if they do harm to any student or demographic that they will be fired, regardless of the protections tenure holds for them. This would include if they have been investigated and found to have expressed any anti-LGBTQ, racist, misogynist, or ableist beliefs to any student or staff. It would go on record and be cause for termination. Any teacher who holds anti-LGBTQ sentiments are a threat to LGBTQ students and create an environment that allows discrimination and harm. Secondary to that they should also be enrolled in the databases police search to conduct background checks for churches, scout organizations, sports organizations, and any other background check conducted on adults who have contact with students so organizations are aware of the threat posed by that person for their LGBTQ children. That information should be provided to these groups requesting background investigations so they can make the determination if the (former) teacher still poses a threat to minors.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88862", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88862\nTitle: Fully support\nBody:\nI fully support the humane and equal treatment of transgender and non-binary students so that they can fully thrive and safely attend VA schools. As long as this bill is encouraging guidelines in support of maintaining safe, encouraging, and empathetic learning environments for transgender and non-binary students* — which I think it is — then I'm fully in support. *Allow transgender and non-binary students to do the following: to live fully within their gender identity; to go by chosen names and pronouns; dress according to their gender identity; fully participate in all school activities, including sports teams that are in line with their gender identity; feel safe because there are programs in place to prevent of anti-transgender/non-binary bullying; etc.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88865", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88865\nTitle: Strongly Oppose Transgender Proposals\nBody:\nThese proposals are very unreasonable: gender is determined at birth, and cannot be proven otherwise. If gender is a choice, then it is subjective.  Such permissive policies would lead to (among others): unfair sports competition, sexual abuse caused by elimination of privacy, inappropriate dress, and the challenging of parental authority.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88868", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88868\nTitle: Create a Safety Plan for LGBTQ Students\nBody:\nClearly, the plethora of negative comments for this indicates the lack of safety for LGBTQ students in schools. Each school should have an active safety plan for each LGBTQ student to address harassment, active shooters, abuse at home, abuse from the community, and abuse from teachers and administrators, to include safety officers assigned just to protect the LGBTQ students from physical and social/emotional assault and harassment. The safety officers would be able to keep and submit records of harassment and assault to the city, county, or state PD, as well as enter the information into CJIS if the offender moves to another state, or moves on to other groups to conduct their anti-LGBTQ harassment.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88869", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88869\nTitle: Strongly disapprove!\nBody:\nI strongly disapprove of these policies. Children under the age of 16 or 18 in particular are not mature enough to drive or vote. How can young children, who don’t even understand what sex is all about, be mature enough to make such a decision.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88870", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88870\nTitle: Create safe zones for LGBTQ students to go to, give representation for them in meetings\nBody:\nLGBTQ students would benefit from having a space similar to a teacher's lounge to go to if they are facing harassment or assault. There should also be an LGBTQ student support association that would advocate for LGBTQ students for any policy changes within schools or administrations.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88871", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88871\nTitle: I fully support the Model Policy.\nBody:\nEveryone means everyone! This is a step to help further bring people together and create a more inclusive culture.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88873", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88873\nTitle: Proposed changes are not strong enough\nBody:\nThe language used does not provide enough support for students to actively participate in all levels of the school as a cis-gender, heteronormative student would. Stronger language requiring the changes and sanctions for failing to establish or adhere to the standards of inclusion should be inserted into the proposal.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88874", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88874\nTitle: Oppose\nBody:\nFirst, I apologize for not having ample time to review this document thoroughly. However, I think my observations and questions are valid. What I find confusing is on page 5 Section 22.1-23.3 - why does the VA code not include athletics? If Trans students are to be treated fairly as Title IX indicates on page 7 - why are VA public schools excluding athletics? Is this to say that Trans students should have all of these considerations put in place, except for when they want to play a sport that is opposite of their physical characteristics? Under the Student Policy/Confidentiality section on page 11 \"When a student undergoes public transition...schools need to set clear boundaries about being gender inclusive.\" How is this to be enacted? How are schools going to control students from making fun of each other/bullying? Are schools going to impose zero tolerance policies for harassment of trans students? If so, how will schools ensure Black and Brown students are not over-represented in discipline and referral actions now that, for example, if a student says something negative about a Trans students - they are now suspended or given detention? It is clear that his policy was not created with the input of parents, as not one is listed on pages 3-4. It is a shame that this policy was not created with the consideration of scholarly work such as The End of Gender: Debunking the Myths about Sex and Identity in our Society by Dr. Debra Soh; Irreversible Damage: The Transgender Craze Seducing Our Daughters by Abigail Shrier; and Ostgathe et al., (2014) found here: https://www.researchgate.net/deref/http%3A%2F%2Fdx.doi.org%2F10.11648%2Fj.ajap.20140306.14 .; and Douglas Murray's The Madness of Crowds: Gender, Race and Identity. There is not conclusive evidence to suggest that Trans students should not be diagnosed with BIID or Gender Dysphoria. This policy goes on to perpetuate the raising of children absent of parental input. Meaning, this policy is usurping parent's rights to be involved in their child or adolescent's life. This is ethically and morally unjust.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88876", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88876\nTitle: transgender policy changes for Loudoun schools\nBody:\nI am tired of paying taxes in order for schools to run their social experiments on children, dividing people, causing confusion and neglecting real education for all of this insane nonsense, not to mention the \"teaching\" of horrible grammar.  Distracting teachers from their duties, making everyone uncomfortable and leaving no one with any sort of conscientious objections to being used and abused this way.  This is ridiculous\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88877", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88877\nTitle: This LGBTQ AGENDA does NOT belong in our schools!\nBody:\nParents MUST be notified about ANY changes to what is being taught.  Otherwise, pornography, communism, or coven theory could be taught. Attempts to enforce this will be grounds for child abuse lawsuits. The child's or teacher's or parents' morals/ethics are completely disregarded. Boys invading girls' toilets would require suing the principal & school board. [rape, invasion of privacy, etc.] Child can change identities any time: nobody will know WHAT to call it. Children with breasts can go topless in locker rooms & swimming activities.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88878", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88878\nTitle: Why this? Why now?\nBody:\nWhy is this a priority item for the education department?  There are so many bigger issues to focus on, specifically education itself.  With over 300 days since our children have been in a physical school building, they are falling behind.  This issue is not a priority and frankly needs to be discussed when we can debate this in person due to the many flaws in your assessment. Parents will not be notified that their child is being interrogated by school officials for allegedly violating these policies, or have the opportunity to intervene on their child’s behalf, UNLESS the complaints are not resolved “at the school level.” Parents wouldn't be notified?  How is it possible that LEGAL GUARDIANS wouldn't be notified about an issue that pertains to their children? If students are allowed to claim to be either a biological male or female (or both, neither, or something else entirely) for any duration of time, without providing any evidence to a teacher or administrator, how do the teacher comply?  How will you keep our children safe?  If a biological male claims to identify as female and has full access to bathrooms and locker rooms, how are you protecting biological females and giving THEM a choice on whether or not they want a boy in their locker room? You are proposing big changes that would negatively impact the majority of your student population for a small group of people.  Why not make individual exceptions for this small minority, rather than force all students, faculty and administrators to comply with an empirically debatable view of sex and gender, especially if it directly conflicts with their own fundamental beliefs.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88879", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88879\nTitle: STOP CONFUSING OUR CHILDREN-- TOTALLY DISAPPROVE TO THIS PROPOSAL!!!!\nBody:\nWho we want or decide to be from minute to minute CANNOT change what GOD created us to be, we have to remember that we are creatures not \"The Creator\"! Please do not confuse our children and spread more errors -- this is why there is so much chaos and strife in the world, government leaders keep injecting false and erroneous policies.  The government does not have authority over GOD's authority! Gen. 1:27 \"God created man in HIS own image, in the image of God He created him; male and female He created them.\"  There is nothing in between. Please meditate on this.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88880", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88880\nTitle: Not the truth\nBody:\nthis is not the truth. This leads to a dark future\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88881", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88881\nTitle: Please wake up\nBody:\nThis is just insane.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88882", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88882\nTitle: Protect parental rights and religious freedom in the counseling of children\nBody:\nNo, I strongly oppose this bill. Stop wasting time with all of the nonsense bills. The needed bill is to bring God back to our children maybe we will have less suicide.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88885", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88885\nTitle: Opposed - Don't disregard role of parents\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88887", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88887\nTitle: Strongly oppose\nBody:\nI strongly oppose the VDOEs proposed guidelines in regards with transgender policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88889", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88889\nTitle: I am against the Model Policies for the Treatment of Transgender Students\nBody:\nI am against the Model Policies for the Treatment of Transgender Students in Virginia's Public Schools for the following reasons: Failure to use a student's new \"preferred pronouns\" - which can change from day to day and even defy basic rules of grammar (\"ze/hir/hirs\", \"they/them/their\")- would be \"harassment\" and \"discrimination\", for which both faculty and students would be subject to disciplinary action. Schools will be permitted to help a student explore, facilitate and make decisions regarding their gender expression of sexual identity while at school, without a parent even knowing! Parents who encourage their children to embrace their God-given sex would be at risk of being reported for child abuse or neglect by the school. Schools would be prohibited from notifying parents if a biological male is using the same changing facility as their daughter that was designated for girls. All students will be allowed to use any bathroom or locker room they choose, without being questioned by any school administrator or faculty, eliminating privacy and safety of students in states of undress. The requirements for schools to maintain gender-neutral dress code standards will cause disruptions and distractions, permitting boys to wear skirts and girls to go topless in activities where boy can- such as swimming or teams. Parents will not be notified that their child is being interrogated by school officials for allegedly violating these polices, or have the opportunity to intervene on their child's behalf. UNLESS the complaints are not resolved \"at the school level.\" The policies provide absolutely no exceptions or accommodations for a student or teacher whose religious faith, conscience, or understanding of biology and sociology prevents them from being able to go along with the \"transgender\" ideology and policies. There are many more reasons to oppose the proposed Model Policies for the Treatment of Transgender Students in Virginia's Public Schools.  These policies are detrimental to our educational system and will only add more problems then what they hope to solve. Please do not support these policies!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88891", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88891\nTitle: Oppose this Strongly\nBody:\nIf passed this will undercut parental rights to raise their children.  How can we say that there are more than two sexes?  You are born male or female.  If a person eventually chooses to associate with the sex opposite of what they were born as, so be it, but do not place those non-science based beliefs on others via law.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88893", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88893\nTitle: No child\nBody:\nNo child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88894", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88894\nTitle: Strongly oppose\nBody:\nBy taking an affirming stance towards gender transition, you are limiting teachers and counselors in doing their job of holistically assessing a student and his or her needs (and entirely negating parental rights).  There is no other psychological condition in which a diagnosis precedes an evaluation.  I encourage you to read “Irreversible,” which discusses the long term damage of hasty affirming diagnosis. Sadly, the children who have been hastily “guided” through transitions they later regret as adults are the victims of this misguided and scientifically ignorant movement.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88895", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88895\nTitle: Strongly oppose--protect parental rights and child safety and religious freedom\nBody:\nStrongly oppose. Please protect child safety, parental rights, and religious freedom.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88896", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88896\nTitle: Oppose\nBody:\nI oppose this document. It is based on the falsehood that people have a sex \"assigned at birth\" but which can subsequently change.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88898", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88898\nTitle: No transgender teachings at all!\nBody:\nYou are disregarding parents when you make decisions. PARENTS ARE THE ULTIMATE AUTHORITY!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88901", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88901\nTitle: gender issues\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88902", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88902\nTitle: Oppose\nBody:\nDon't make young children uncomfortable by forcing them to share bathrooms and other facilities with the opposite sex. The rights and privacy of each individual should be respected.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88903", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88903\nTitle: Oppose\nBody:\nChild's brain not developed to make such judgments. Gender dysphoria is temporary. Parents, Doctors, and Psychologists need to be involved.  Oppose.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88904", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88904\nTitle: Opposed\nBody:\nStop confusing the  children. Strongly opposed.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88905", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88905\nTitle: Transgender Policies\nBody:\nThe proposed policies show the extent to which policy-makers have lost their common sense.  Don't the policy-makers realize that transgendered individuals are much more prone to mental illness and premature death than the non-transgendered population?  (Cf. https://soundsliketransedu.com/uncategorized/suicide-stats-in-trans-comm/ ) Why do you want to encourage children to pursue a path that leads to mental illness and premature death?  That is not a rhetorical question! The proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89498", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89498\nTitle: Virginia DOE Transgender proposed policy\nBody:\nSome good ideas especially on bullying but some very poorly thought out ideas on students expected to share bathrooms and showers with members of the opposite sex. If kids are really confused as to what bathroom or shower they should use, build them new ones and as a taxpayer I will gladly pay the increase in my taxes.  All the requirements under this proposed policy will likely cost more than just modifying your facilities.  Your trying to fix a problem by creating a bigger one that abdicates your responsibility to your students.  What about the rights of students and their families who are very opposed to these radical ideas that seems to be written more to address the needs of the adult authors than the student population ! You are driving people out of your schools instead of solving a problem.  Good luck with this poorly thought out plan.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89499", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89499\nTitle: Strongly Support\nBody:\nThese policies are absolutely crucial for transgender students.  We must do what we can to support the social and emotional wellbeing of all students, regardless of their gender identity.  These are excellent policies that respond to real issues impacting transgender youth's accessibility to learning.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89500", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89500\nTitle: Strongly Support Transgender Student Policies\nBody:\nThank you for codifying rights and protections for our most vulnerable students and not allowing ignorant or hateful voices to derail these protections. My child suffered immensely due to lack of understanding in public school. Please stand up and do the right thing by all our children and protect the rights of our transgender students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89501", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89501\nTitle: Strongly support!!!!!!\nBody:\nthis is extremely important for lgbtqia+ youth. They deserve to feel welcomed, supported, seen, and heard. Religious or personal interests groups ideals and opinions should have no influence over public education and over the lives of children attending those public institutions. Every child deserves an education where they are safe and protected.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89502", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89502\nTitle: Mind your business\nBody:\nthese children just want to be accepted for who they are, imagine how much this could help that! This could also teach our kids to accept differences at such a young age, strongly support!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89503", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89503\nTitle: Strongly Oppose!\nBody:\nDo not pass this!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89504", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89504\nTitle: SUPPORT EVERYONE\nBody:\nI’m in favor of this being passed. There’s absolutely no reason trans folk of ANY age need to discriminated against, ESPECIALLY at school!! Don’t be hateful and nasty. If you don’t want you children around people of all walks of life, go to a new school. Your hate is unwelcome here.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89505", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89505\nTitle: Strongly Oppose\nBody:\nAllow parents to make decisions about the worldview and values with which they raise their own children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89506", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89506\nTitle: FULLY SUPPORT!\nBody:\nI fully support this!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89507", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89507\nTitle: Complete Support\nBody:\nThe comments of opposition are absolutely sickening and disheartening. A school should be a safe and supportive environment of every single student within it, regardless of gender, sexual orientation, race, and religion. Transgender students 110% deserve these rights and protections just as much as any other student. No child should be discriminated against, and every child in a school deserves to be protected. It does not matter what your opinion is, take you child to a private religious school if it bothers you so, but religion is left out of public schools for a reason and they shall not cater to your bigoted and outdated belief systems.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89508", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89508\nTitle: support for transgender students\nBody:\nI Fully support all transgender and binary students in Virginia schools. Don't allow these wonderful students to have to hide as I had to back in the 60's and 70's. It is tough enough to deal with the peer pressure they have to endure but having the state make them hide their true identity is inhumane and so destructive to their health and well being.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89509", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89509\nTitle: Support for Model Policies for the Treatment for Transgender Students\nBody:\nI strongly support inclusion regardless of sexual orientation and identity.  Please implement the model policies for the treatment of transgender students in Virginia's public schools.  All students should be treated with dignity and respect, and the model policies are a critical step toward that goal.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89510", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89510\nTitle: Fully in support!!\nBody:\nFully in support!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89511", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89511\nTitle: em\nBody:\nem\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89512", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89512\nTitle: Strongly support!!!\nBody:\nI strongly support this!!! Youth are already subject to so much hate for trying to be themselves, and LGBTQIA+ deserve to feel SAFE, loved, respected, and heard by their community. We create productive members of society but nurturing them and giving them a healthy chance, not by hating and pushing certain groups aside because of the ridiculous notion that they don't deserve the same respect.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89513", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89513\nTitle: Policies for the treatment of transgender students\nBody:\nI do not agree with the proposed guidelines regarding transgender students.  I have long been a proponent of various types of civil rights and strongly believe all people and all segments of our society should be equally respected and cared for.  Being caring and respectful of transgender students does not mean that we need to go overboard in our eagerness to make sure they feel included and respected.  These guidelines go way overboard and do not make common sense.  Also, it is important for the parents of students under 18 years of age not be to blocked from what is happening in their child's school or classroom.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89514", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89514\nTitle: I support this change. Thank you to those grueling to make schools a better, safer place.\nBody:\nThank you to those grueling to make schools a better, safer place.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89515", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89515\nTitle: I Fully support!\nBody:\nI fully support\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89516", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89516\nTitle: Fully support!\nBody:\nI fully support this positive change. No one should be discriminated against based on their gender identity, sexual orientation, race or ethnicity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89517", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89517\nTitle: Fully support!!\nBody:\nFully support!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89518", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89518\nTitle: support!!\nBody:\nSchool is supposed to act as a safe space for students to learn and grow. This should be the case for all students, including those of the LGBTQ+ community.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89519", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89519\nTitle: SUPPORT\nBody:\nSTRONGLY SUPPORT\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89520", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89520\nTitle: Fully, emphatically support\nBody:\nthank you for recognizing the value in affirming every child\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89521", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89521\nTitle: Fully Support Transrights!\nBody:\nEveryone one should have the same rights, regardless of gender.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89522", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89522\nTitle: Protect Trans Youth (and all trans people)\nBody:\nTrans youth are extremely vulnerable members of our society and need as much protection and support as possible. Protection and safety within the schools are the most key factor. I fully and 100% give my support to this proposal and believe these policies will increase the livelihood of many people. The oppression in hate in these comments are the minority when you look at the bigger picture of the world and are downright disgusting. Trans people must be protected and be given full and equal support.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89523", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89523\nTitle: i fully support this as a student!!\nBody:\ni’m currently a sophomore in high school, and i 10000% support this. by doing this, trans kids will be much more comfortable at school than they are right now. as a friend of several transgender and non-binary students, i want them to be the most comfortable and accepted at school as they can be. the fact that these policies don’t already exist in 2021 is just unfair and disgusting. many people have been commenting about how it’s “weird” and “against science,” which is completely untrue. there is a big difference between SEX and GENDER. sex is female, male, and intersex. gender is a social construct. these people believing that there’s only two genders need to go back to biology class. everyone who is opposing these policies are transphobic scum of the earth who need to stop being ignorant and actually learn to be a decent human being. many people opposing this policy have also been writing their name in as “anonymous,” and it just shows how cowardly they are. these people have also been commenting on how “this will confuse kids,” but these policies would in fact normalize it, and help them better understand transgender people. i have never once felt uncomfortable around someone who’s transgender or gender non-conforming, so i’d have absolutely 0 issue with a transgender girl using the same bathroom as me, and i fully support all of these policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89524", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89524\nTitle: I FULLY SUPPORT!!\nBody:\nI fully support trans students\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89525", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89525\nTitle: Fully Support\nBody:\nFully Support\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89526", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89526\nTitle: Fully support\nBody:\nProtect and support all trans people\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89527", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89527\nTitle: I support!\nBody:\nI support\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89528", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89528\nTitle: Fully Support.\nBody:\nThis proposal would be an incredible step forward for the protection of transgender students. School is a fundamental part of every young person’s life, and every student deserves to feel accepted and embraced there. The transgender community is very vulnerable to harassment and bullying, so helping the youngest members is an important and urgent cause. I offer my full support.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89529", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89529\nTitle: I 100% support this.\nBody:\nEveryone deserves to feel protected, especially in a learning environment. There should be no questions or debates about this, regardless of someone’s personal hatred towards a group of people. Seeing as many object to this, these people definitely need to be protected from those close minded around them.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89530", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89530\nTitle: it’s an illness b\nBody:\ndown with the sickness\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89531", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89531\nTitle: Strongly Support\nBody:\nAs the parent of two wonderful LGBTQ+ children, I fully support this document. We need written guidelines to ensure that all students are affirmed, respected, and able to learn safely in schools. Thank you!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89532", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89532\nTitle: Strongly Support\nBody:\nThere's no such thing as a transgender student, only a student who is transgender. Gender identity has nothing to do with being a student therefore should not impact one's right to learn in a safe learning environment. Virginia schools are already falling behind other states with more inclusive policies. Protecting students is not \"radical\" it's a basic expectation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89533", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89533\nTitle: Full support\nBody:\nAs the parent of two Virginia public school students (one he, one she), I fully support this proposal to move towards are more inclusive, supportive environment for all.  We can make a difference, and this is a step in the right direction.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89534", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89534\nTitle: Strongly Support.\nBody:\nTrans rights are human rights. I strongly support these guidelines.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89535", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89535\nTitle: I Support\nBody:\nI full support the protection of trans students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89536", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89536\nTitle: I support! :)\nBody:\nI support! :)\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89537", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89537\nTitle: These policies should not be adopted\nBody:\nSchools should not adopt these or any transgender policies.  Schools should not be able to help students explore or make decisions about their gender identity.  It is up to the parent or guardian to make decisions concerning their minor children.   Students should not get to pick which bathroom or locker room they go into.  I would not want my daughter to be made to change in a locker room with males present or use a restroom where males could also be present.  This is a big safety concern.  Religious freedoms will be violated if parents are told they cannot discuss God with their minor children in relation to their biological sex.  This topic is best left at home; it is not for the schools to teach.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89538", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89538\nTitle: Strongly oppose.\nBody:\nschools should focus on academics and let parents focus on social issues.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89539", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89539\nTitle: Dignity for all and equity under the law starts with education - I support wholeheartedly!\nBody:\nI have seen the mental and emotional toll of inequities and cruelties in our schools against transgender students.  You have only to look at statistics from The Trevor Project to begin to understand the seriousness of this issue.  Almost 1 in 2 transgender youths have considered suicide.  This discrimination can only be ended with education.  Thank you for finally addressing this issue.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89540", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89540\nTitle: PROTECT TRANS YOUTH\nBody:\nI absolutely support this!! TRANS RIGHTS ARE HUMAN RIGHTS!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89541", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89541\nTitle: In full support of this.\nBody:\nTo people who are disagreeing please put yourself in someone else’s shoes for once.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89542", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89542\nTitle: STRONGLY OPPOSE\nBody:\nI STRONGLY OPPOSE the Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools. These policies exclude the parents from their proper role in the lives of their children, deliberately disrupting the nuclear family. Parents have the primary responsibility for the upbringing and welfare of their children. The proposed policy would violate the rights of parents and prevent them from properly fulfilling their God-given responsibilities. I urge the Virginia Department of Education to use good judgement and common sense and drop the proposed transgender policies.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89543", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89543\nTitle: Transgender Bill\nBody:\nTrans rights are human rights. Please implement this policy to help protect all children. Let’s teach children that kindness to all people is important\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89544", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89544\nTitle: I support!\nBody:\nI believe that schools should create safe spaces for students in general. This definitely applies to those who find school unsafe or where they may have the opportunity to be treated unequally.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89545", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89545\nTitle: Support Trans Youth\nBody:\nVirginia Department of Education's best practices outline meaningful ways to create more inclusive school environments for trans students. This draft guidance should receive full support and implementation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89546", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89546\nTitle: Transgender laws\nBody:\nStrongly oppose!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89547", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89547\nTitle: This teacher strongly supports\nBody:\nEvery child deserves to be treated equally.  They have a right to be educated no matter what their race, economic status, gender, or life choices are.  Having taught a primary grade for more than 20 years, I have seen and learned that students are born the way they are born.  We need to love, support, and educate them as we do with all our students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89548", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89548\nTitle: Fully support!\nBody:\nThis needs to happen for their emotional and mental well-being. Definitely a yes from me. It does so much more harm to deny or ignore this.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89549", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89549\nTitle: Our children\nBody:\nAll students need and deserve our support.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89550", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89550\nTitle: choose to show love and not hate— protect trans rights\nBody:\nIt’s a simple choice we are presented with daily— to conduct a life of love or hate. Protect trans rights, notice those who need support.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89551", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89551\nTitle: oppose\nBody:\nChromosomes are assigned at birth by God. If we act on our feelings regardless of the truth, the result can be disastrous. These kinds of laws along with the encouragement of the LGBQT movement from such a young age, steals a child's innocence. It contributes to confusion, depression, and suicide. I oppose this legislation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89552", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89552\nTitle: I STRONGLY SUPPORT TRANS YOUTH!\nBody:\nI support the LGBTQ+ community, trans youth are already going through a lot by coming out as trans we need to support them throughout their journey to living their truth. The gender these individuals identify as is not anyone’s concern. If opposing individuals have so much hate towards the trans community they need to reconsider their values and beliefs.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89553", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89553\nTitle: FULLY SUPPORT AND STRONGLY ENDORSE!\nBody:\nThe protection of our youth regardless of race, gender, sexuality etc... should be our top priority in education and reality. We need to protect them especially in an educational environment even if students/faculty do not understand them. Bullying and discrimination of youth regarding their identity is completely inexcusable no matter the environment but especially in schools. Our students should not have to worry about their safety at school. Those opposing this are ignorant of acceptance and equality of all. “The lack of these basic rights is what leads to long-term, irreparable inequity in adulthood and should be avoided at all costs through the upmost protection of youth via protective and inclusive policy,” (Téa Le). Think about if you had a child... would you want them to be discriminated against and bullied due to their own identity?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89554", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89554\nTitle: Disagree with transgender education\nBody:\nI do not want to see transgender education come to Loudon county. As a mom of elementary school students, I think it is totally inappropriate for children that have no interest in the topic of sexuality. I do not want my child’s educators telling them that a person can change their gender, and believe that will only create confusion. Furthermore, it is wrong for an educational system to impose their moral beliefs on countless families of faith who do not share those beliefs. I support anti-bullying/kindness training, and this should be more than enough to support a transgender student, without forcing innocent students into premature discussions on sexuality for the sake of a small minority.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89555", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89555\nTitle: Teacher in FULL Support\nBody:\nI am a middle school teacher and I am in FULL support of these guidelines. Over the past few years, I have had multiple students who identify as transgender or nonbinary, or who are beginning to explore their gender identity. Overall, their peers have been understanding and supportive. The kids get it--it's about time policy caught up! Having these guidelines will be great to help shift unintentionally discriminatory wordings (such as concert dress codes) as well as build a future that is inclusive of our non-binary students (such as designing new buildings with plans for single-use bathrooms). It will also help educate teachers who are not as aware or informed about how to navigate having a non-binary student. Our goal should always be to create a safe and welcoming environment for ALL of our students, and this is a huge step in the right direction.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89556", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89556\nTitle: If you are a parent or teacher please read and SUPPORT this policy\nBody:\nI fully support this policy. We must protect our trans youth in a time where they are most vulnerable while  providing them with our support and safety. Please rethink if it were to be your child and the support, guidance, and love that they would need from you.  If you do not support or agree maybe homeschooling or private school may be a better option for your child. Religion is kept out of PUBLIC schools and should never be an excuse, you’re only spreading hate. If you are a parent and do not support this I am scared for your child’s future and the wrong, hateful ideas you put into their heads. If you are a teacher and do not support this policy you should reconsider your career because the only job you have is to educate and support children, never discriminate. The importance of safety for all kids should never be a debate.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89557", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89557\nTitle: I support\nBody:\nI support!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89558", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89558\nTitle: FULLY SUPPORT!!!!\nBody:\nFully support this move!!! Protect all trans youth!!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89559", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89559\nTitle: FULLY SUPPORT\nBody:\nThere is absolutely NO reason to not support this. Our education systems NEED to change along with our world and society or we will forever be failing our youth and regressing.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89560", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89560\nTitle: Basic Human Rights! Protect trans kids!\nBody:\nAccess to equitable and identify agreeing resources are a basic right to all youth. Trans rights are human rights.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89561", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89561\nTitle: I SUPPORT\nBody:\nI SUPPORT! no one should be discriminated for their identity!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89562", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89562\nTitle: Strongly oppose\nBody:\nNo doubt our children are facing many decisions and challenges. I fully support adults  coming alongside to offer wisdom and support, but I cannot support these purposed policies. I am an educator and mother. Evidence is overwhelming to show the need for boundaries and rules for children. When we give children the ability to choose anything they want with no correct or incorrect they become lost. Children questioning gender identity need support, however, I am very concerned that instituting policies such as these will only cause more children to question something they never would have considered before.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89563", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89563\nTitle: i support.\nBody:\nI FULLY SUPPORT THIS!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89564", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89564\nTitle: SUPPORTING 100%\nBody:\nHappy to support!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89565", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89565\nTitle: Support our trans kids!!\nBody:\nSupport our trans kids!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89566", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89566\nTitle: SUPPORT!!\nBody:\nWe HAVE to support and protect LGBTQ+ children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89567", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89567\nTitle: Fully Support: Protect Trans Children\nBody:\nThere’s absolutely no reason not to fully support this. Trans children should feel safe and comfortable while receiving their education as well. The lack of accommodation school systems make for students in the LGBTQ+ community significantly puts them at a higher risk. We should be doing the upmost to make sure all kids are not only safe and comfortable but getting the education they deserve.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89568", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89568\nTitle: I support\nBody:\nI support\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89569", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89569\nTitle: Oppose New Gender Policy from both Natural and practical reasons.\nBody:\nAt what point does it end?  Depending on if you are in Europe or in the US, the number of these \"identities\" varies greatly.  I understand that one site in Europe lists 71 such identities, and does not give you the option of male and female.  If you do press forward with this, I strongly argue that EVERY IDENTITY be give their own restroom.  That way NO ONE would be forced into a restroom with an IDENTITY that they do not want to be with. Additional issues include 300% higher suicide rate than two gender kids.  This rate does not decrease even in the most permissive and accepting situations. From natural standpoint, our species is two-gendered.  While there is an occasional, genetic anomaly, the actual occurrence is not sufficiently large that would justify this extensive and self-declarative policy where anyone could make up whatever they or a parent wants.  I would strongly argue that sexuality is a learned response pushed by our media.  A media that glamorizes the different for shock value.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89570", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89570\nTitle: Fully support!\nBody:\nI fully support this.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89571", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89571\nTitle: Policies for treatment of transgender students\nBody:\nSTRONGLY OPPOSE!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89572", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89572\nTitle: I SUPPORT!\nBody:\nI support!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89573", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89573\nTitle: PROTECT TRANS KIDS\nBody:\nEveryone opposing this is concerned about schools “taking over the parental role”... if you want everything your kids are taught to be streamlined through you, homeschool your kids. Newsflash: respecting transgender rights in school won’t ruin your precious kids, it’ll only make them more tolerant and respectful of others. To any transgender kids/adults reading this: you are valid, valued, and loved.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89574", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89574\nTitle: In full support of trans children\nBody:\nWe are in a time where we have two options: have some adults feel somewhat uncomfortable or have children committing suicide. The suicide rate for trans kids without support is heartbreakingly high. It plummets when we treat them with respect and dignity. I'm going to take the option that doesn't result in dead children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89575", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89575\nTitle: Policies for treatment of transgender students\nBody:\nStrongly oppose! I do not agree with the proposed guidelines for transgender students. What is proposed is not something initiated by or promoted by our children. Rather it is part of the agenda of the radical left that wants to take parental control away from where it naturally belongs. Radical theories that eradicate all distinctions between male and female and indoctrinate our school children have no appropriate basis in our culture.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89576", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89576\nTitle: Absolutely fully support!!\nBody:\nStudents need to know that they are not only safe, but also accepted and supported in school environments! Personal beliefs held by staff/peers must be disregarded, considering that there is present harm towards a community of students. Think about how this would affect not only the young trans community, but the entire community of LGBTQIA+ youth in our education system!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89577", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89577\nTitle: FULLY SUPPORT\nBody:\nFULLY SUPPORT\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89578", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89578\nTitle: I fully support\nBody:\nhappy to support this brilliant cause!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89579", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89579\nTitle: Strongly Opposed\nBody:\nThese policies have gone too far. The school system cannot take the place of the family in these serious matters. I left the teaching profession halfway through my career because of the radical policies that damaged students and attempted to force teachers to support the one narrative that is tolerated by our culture today. Enough is enough.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89580", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89580\nTitle: i support!!!\nBody:\ni support!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89581", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89581\nTitle: Trans rights are human rights, fully support.\nBody:\nTrans rights are human rights, fully support.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89582", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89582\nTitle: I fully support!\nBody:\nHappy to support this!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89583", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89583\nTitle: I support Trans and LGBTQIA+ Rights.\nBody:\nI support LGBT+ Rights fully and people who are transgender deserve the same rights as cisgendered people. Make trans people feel comfortable in our state please.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89584", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89584\nTitle: I SUPPORT\nBody:\nI strongly support\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89585", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89585\nTitle: Fully support!\nBody:\ni fully support! Trans youth must be protected and there needs to be more measures in place to ensure that.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89586", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89586\nTitle: Opposing the Public Schools Approach to Transgender Students\nBody:\nGod made Man (Male) and Woman (Female).  There is no other gender no matter what someone may think or feel. It is very unloving to lead our children into a very dangerous life where they think they can change what they were born as.  In most cases the child will grow out of their need to be the other gender. Please watch \"In His Image\" that very lovingly shows how persons have lived as another gender and changed back.  We need to be giving these children help to accept their gender and thrive the way God meant it to be for them. I am very opposed to the radical agenda that Virginia has proposed for our Public School Students in regards to Transgender Rights.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89587", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89587\nTitle: I support securing the natural, inalienable rights of lqbtqia+ students.\nBody:\nLQBTQIA+ students deserve the same rights as cis-gender, heterosexual students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89588", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89588\nTitle: Transgender Policies\nBody:\nI oppose transgender policies that, in particular, limit or exclude parents' rights to educate and mange their children's live in these matters.  No child or teen should be subjected to using bathrooms, dressing rooms, etc. with others of the opposite biological sex.  The primary responsibility of handling these situations needs to be left to parents.  Thank you for the opportunity to voice my opinion. Sincerely, Joan Anderson\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89589", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89589\nTitle: I support.\nBody:\nI support.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89590", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89590\nTitle: strongly oppose\nBody:\nThese proposed radical policies go far beyond the path prescribed by the General Assembly. The views articulated are harmful and contrary to the experience and views of most parents. For example, that “Gender identity is considered an innate characteristic that most children declare by age five to six ” is controversial.  And even more terrifying is the view that schools should be advocating for the (in many cases) IRREVERSIBLE \"gender transitions\" in young children. The model regulations infringe the First Amendment rights of parents to raise and care for their children. And finally, schools have a duty to protect the bodily privacy and dignity of all students so no child should be FORCED to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89591", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89591\nTitle: I fully support this\nBody:\nI fully support!!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89592", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89592\nTitle: Strongly oppose\nBody:\nstrongly oppose\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89593", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89593\nTitle: I Fully Support!\nBody:\nIs there any way the Virginia Department of Education can accomplish any of their goals if they aren’t protecting and supporting ALL students? Just the fact that this is even up for debate is sickening. SUPPORT LGBT STUDENTS!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89594", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89594\nTitle: What ever happened to science??\nBody:\nI keep wondering what ever happened to science. Anyone who has studied basic biology knows that humans are either male or female at birth, and that does not change, no matter how you feel about it. These policies are based on lies, subvert parental authority, and are harmful to ALL children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89595", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89595\nTitle: I wholeheartedly support\nBody:\nI absolutely agree with helping the students in our community feel safe and supported.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89596", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89596\nTitle: I do not support.\nBody:\nI do not support.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89597", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89597\nTitle: Fully Support!\nBody:\nAs a person who has worked in education for over ten years, I strongly support clear and compassionate directives for transgender and non-binary students. Every school system in the Commonwealth should require professional development for staff members regarding the lgbtq+ community. From what I’ve witnessed, the children have mostly grown to accept their peers’ identity, it is the staff members (including teachers and counseling staff) that often do the most harm due to a lack of knowledge and understanding. We need clear guidance. Trans/non-binary students not only face harassment & discrimination at a much higher level than their cis peers, they also face increasingly high rates of suicide and self-harm. For many, the school is their only opportunity for a safe haven. Please move forward on state-wide clear directives for this population that so desperately needs our support. Thank you.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88906", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88906\nTitle: First Amendment Rights of Parents\nBody:\nThe model regulations infringe the First Amendment rights of parents to raise and care for their children!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88908", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88908\nTitle: oppose; do not disregard the role of parents in public education\nBody:\noppose; do not disregard the role of parents in public education\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88909", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88909\nTitle: Transgender policy\nBody:\nGood bye public schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88910", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88910\nTitle: Parents cannot be ignored wrt to transgender issues\nBody:\nTransgender policies like those suggested are damaging to our vulnerable youth especially when implemented without regard to the parents. The view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” is not based on any scientific study and contradicts the experience of anyone who was ever five or six.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88911", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88911\nTitle: Oppose\nBody:\nI strongly oppose these measures. Let's come up with some better solutions so that all parties are respected and feel safe.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88912", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88912\nTitle: opposed\nBody:\nI can understand for the sake of freedom allowing a gender confused child or parent wanting to segregate from their biological identical members, but to force them upon members of the opposite biological sex is imprudent, immoral and criminally dangerous. If you insist on perpetuating this confusion ideology then find another solution even if it is an \"other\" bathroom or locker room for all the confused.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88913", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88913\nTitle: Object to gender policies in schools\nBody:\nIt is bad enough that the true professional mental health experts are not allowed to give true guidence to people who are confused, now we want to encourage kids who are seeing things in the media and on TV that what they are feeling at their current age that they are one of how many genders?  When I was growing up there were two - male and female - that has not changed, by pushing this in the manner that they are doing so, they are confusing kids, taking the power away from the parents and giving it to the state.  No way should a young person walk into their restroom/lockerroom and find a person of the opposite sex there.  You are asking for trouble!  This is something that they should be encouraged to wait until they are in their 20's and fully grown.  Science tells us that their brains are not fully developed until around age 25, not 5! Enough!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88914", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88914\nTitle: Transgender Policies - Opposed\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88915", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88915\nTitle: Oppose these regulations. Parents have authority over their children, not schools\nBody:\nI am opposed to having schools decide for my children what is best, this is the first point. Parents should have ultimate authority over their children, knowledge of what happens in schools, knowledge of what their children 'declare' in school, knowledge about birth control and/or abortions and transgender medicines, surgeries , etc. that are sponsored, suggested or offered through schools. If the Virginia Dept of Education really looks at the scientific (non-woke) literature, child suffer immense crisis of identity when they become 'transgender', suicide rates increase, life long damage is done in many many cases. These kinds of policies should NOT be pushed in our VA schools, nor shoved down their - or our- the parents- throats. Why is this being done? To protect the incredibly small number of students who declare themselves as transgender, some not even knowing what it means? In doing so, you, the school system is ignoring and NOT protecting the majority of students. Where are their rights? Trends across the country signal their voice is ignored, dismissed or worse criticized for not being 'in trend' (or woke- enough), in with the times, in step - with what- the minority? Individualism is lost. There will be no freedom to be individual, because these policies will translate into \" you must agree with transgenderism, you must not make fun of, you must condone.\" Religious freedom to speak out or even to voice one's opinion - I am a Christian or Jew or Muslim and I believe there are two genders -a man is man and woman a woman , will be persecuted. We are already seeing this in a number of places. Why would Virginia, my lovely Commonwealth choose such destructive paths? Please listen to the people, the parents. Please do not enact these transgender policies. They are and will be extremely destructive for families and for our children and for the rights of parents to be the authority for their children. Respectfully, M Morris\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88916", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88916\nTitle: DO NOT SUPPORT ON ANY LEVEL\nBody:\nPARENTS are the ones who should be teaching anything about human sexuality to their children. This effort to undermine parents and indoctrinate children in schools is abhorrent to any person who believes that gender is not AND NEVER WILL BE \"FLUID.\"  The insane idea that children as young as 5 or 6 can decide to \"change\" their gender is a form of child abuse that will cause mental and emotional problems for the rest of their lives.  This would also create unsafe environments to allow so-called \"transgender\" children to share the same locker rooms, play in the same sports teams with children who do not share this mindset.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88917", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88917\nTitle: Parents must have the right to decide\nBody:\nParents have the right know and to have a say in what their children are taught and the responsibility to raise them in the truth. It is outrageous that schools are teaching such controversial and scientifically unsupportable positions against the wishes of the parents. The decision to teach our children about most fundamental truths of the human must not be controlled by a committee with such an agenda. Parents want what is truly best for their children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88918", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88918\nTitle: Preserve Our Parental Rights to Monitor and Guide Our Children's Education\nBody:\nParents are the primary guides of young children and their guidance must not be subverted by the current \"vogue\" of the sickness of transgender-ism.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88919", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88919\nTitle: Transgender Regulations by VA Dept of Education Are An Illegal Intrusion Into Every Child's Identity\nBody:\nNo school system has a right to impose regulations which violate any child's privacy or sense of self-worth nor do they have the right to require that any child of one biological sex be required to permit anyone, adult or child, to view or share with them any state of undress.  Furthermore, it is up to the decision of every child to formulate his/her own sexual identity at whatever stage in his/her physical development they choose to decide \"who\" or \"what\" they are physically and mentally.  No governmental organization has the right to intrude in/on that process.  The proposed VDE regulations are therefore an illegal intrusion on a child's privacy and self identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88920", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88920\nTitle: Virginia Dept. of Education transgender policies\nBody:\nOPPOSED: I am opposed to the Virginia Department of Education or the Virginia Legislature making any policy advocating or attempting to describe or promote transgender education of any kind.  This is the responsibility of parents, grandparents, or other family members to decide what their children need to know about this topic. Counselors or other government employed individuals are not proper channels for introducing this subject to children of any age.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88921", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88921\nTitle: Parents must have the right to decide !\nBody:\nParents must have the right to decide !\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88922", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88922\nTitle: Transgender Education.\nBody:\nI am opposed to having this subject part of the curriculum. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. VDOE should not disregard the role of parents in public education. Thank you! Leo J. Titus Sr.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88923", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88923\nTitle: Parents must have the right to decide !\nBody:\nParents must have the right to decide !\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88924", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88924\nTitle: Support\nBody:\nChildren need emotional support from people in their lives and this guidance is necessary because educating teachers and administrators on how to help kids with questions as well as support children that are not heteronormative is vital. Not doing so will likely exacerbate painful and destructive experiences for everyone at the schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88926", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88926\nTitle: Fully support\nBody:\nI fully support the humane and equal treatment of transgender and non-binary students so that they can fully thrive and safely attend VA schools. As I understand this bill it encourages guidelines in support of maintaining safe, and empathetic learning environments for transgender and non-binary students. As a child I was made fun of because other kids thought I was homosexual which I am not. I was very confusing for me and hurt deeply. We need to teach our children to be more unederstanding. Transgender and non-binary students should be able: to live fully within their gender identity; to go by chosen names and pronouns; dress according to their gender identity; fully participate in all school activities, including sports teams that are in line with their gender identity; feel safe because there are programs in place to prevent any anti-transgender/non-binary bullying; etc.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88927", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88927\nTitle: Forced Transgender Policies\nBody:\nSirs and Madams: It is unthinkable that you would consider allowing biological males into the locker rooms and bathrooms of biological females. Not only is this an unwarranted intrusion into the most private areas of a woman's life, it is pandering to an extrememly small minority of people who are deeply confused and in need of psychological help. More people are coming forward every month to state that surgical mutilation of their bodies did not take care of the deep psychological problems which caused them to think they were females \"trapped in a male body.\" Recently a woman in France sued the doctors who cut off her breasts as part of her \"transition to a male.\" She has come to realize that at the age of sixteen, when this horrible mutilation was done to her, that she was not emotionally mature or stable enough to make such a decision.  She needed counseling, not mutilation. I strongly urge you to do the right thing and resist the emotional wailings of those who are neither scientific in their approach to life nor concerned with the damage that pandering to the idea of transgenderism as a reality will do to young people not mature enough to understand what they are doing. This entire scheme is being pushed by a lobby of homosexuals and other persons who are trying to normalize that which can never be considered normal.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88928", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88928\nTitle: VDOE has gone far beyond the path prescribed by General Assembly--strongly oppose\nBody:\nThe proposed policies give a blanket endorsement to such controversial and disputed views as \"Gender identity is considered an innate characteristic that most children declare by ages 5 to 6\".  A view far different from that of many parents. Schools should not be accommodating that or the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible, \"gender transitions\". These proposed regulations infringe the First Amendment Rights of parents to raise and care for their children, and would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88931", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88931\nTitle: Policies for treatment of transgender students\nBody:\nThis policy should not be imposed on the classroom teacher or applied in the school setting. Teachers have more than enough to worry about without implementing this craziness. This is a personal family matter one in which a child and the parents should have counseling. You should not disregard the role of parents in public education. Regards, Susan Thornton\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88932", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88932\nTitle: SUPPORT\nBody:\nsUPPORT\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88933", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88933\nTitle: Model policies disregard role of parents\nBody:\nThe VDOE should not disregard the role of parents in public education.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88934", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88934\nTitle: Opposed\nBody:\nOpposed\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88935", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88935\nTitle: Opposed\nBody:\nOpposed\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88937", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88937\nTitle: Totally opposed to this lie\nBody:\nALCON: Genderism is an ideology, not a science. Its premises and conclusions are false. Applying this ideology will result in the distortion of human nature and the misinterpretation of the true, valid needs of Virginia's citizens. There are only two sexes: male and female. I oppose our state jumping into this bandwagon of lies. Best regards, ~P.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88938", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88938\nTitle: Parents are in charge of the children, NOT THE STATE! More reason to homeschool!\nBody:\nNo child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Parents should be in charge of the children NOT THE STATE!!!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88939", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88939\nTitle: Transgender policy’s\nBody:\nPlease don’t disregard the parents role in public schools. Children should not be exposed to such ideals as transgender beliefs. It could endanger the bodily privacy and safety of all students. As a parent this deeply troubles me that the public schools system would do this.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88940", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88940\nTitle: Opposed to Transgender Ideology\nBody:\nAll students must be treated with compassion and respect but the implementation of transgender ideology in the school system is odious, mendacious, and harmful to other students. Transgender ideology is riddled with scientific lies, logical fallacies, and harmful consequences; it has no place in the education of our children. It is shameful that the Virginia General Assembly and Governor passed this harmful legislation and worse that the VDOE will mandate its implementation. I firmly and strongly oppose the imposition of this ideology on the children of Virginia.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88941", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88941\nTitle: I support protecting trans students\nBody:\nThese kids are vulnerable. Please help to make them safer at school, and to allow them the same rights to participate as other students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88942", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88942\nTitle: Oppose transgender policies proposed by the Virginia Department of Education\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88943", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88943\nTitle: I OPPOSE THIS PROPOSAL\nBody:\nCAN'T WE JUST HAVE COMMEN SENSE AND JUST GET ALONG.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88944", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88944\nTitle: VDOE should not disregard the role of parents in public education.\nBody:\n[No body text provided]\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88945", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88945\nTitle: I OPPOSE THIS\nBody:\nThis proposal endangers all students, regardless of what they identify as!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88946", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88946\nTitle: Strongly Oppose\nBody:\nI strongly oppose the VDOE's approval of the draft policies for the treatment of transgender students in public elementary and secondary schools.  These policies undercut parents' involvement in the life of their own children at school, and endanger the bodily privacy and safety of all students.  These policies articulate views that are so far removed from the views of most parents in the Commonwealth of Virginia (and the country), and would only serve to create more confusion in the minds of our children who are constantly bombarded by outside forces seeking to divide the family.  Furthermore, no child should be forced to share showers, locker rooms, hotel rooms or any other intimate settings with a member of the opposite biological sex.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88947", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88947\nTitle: NO-This is Parent's Domain    Transgender Inst.   Guidance Survey  Va. Town Hall\nBody:\nNO-This is Parent's Domain\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88949", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88949\nTitle: I oppose this action.  Parents should be informed.\nBody:\nI oppose this action; parents should be informed.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88950", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88950\nTitle: transgender policy\nBody:\nI am opposed to the proposed transgender policy. Parent view needs to be honored.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88951", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88951\nTitle: Transgender policies\nBody:\nI have 5 grandchildren in the Fairfax County, VA Public Schools. I vehemently oppose the  proposed  transgender  \"policies\" proposed by the Virginia Department of Education.  They  are another attempt to impose a political minority's views on the majority. .  These policies endanger the privacy and safety of all children.  As a parent of three, children as well, my experience and conventional wisdom belies the assumption that children have fixed gender identity by age 6.  No child should be forced to share a locker room, hotel room, or shower with a person of the opposite biological sex. Parents are the ultimate authority when i comes to raising their children.  No forced imperatives or practices regarding gender politics should prevail.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88952", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88952\nTitle: Guidance Document (Model Policies for the Treatment of Transgender Students in VA Public School)\nBody:\nOppose because only Parents have the right TO DECIDE. NOT STATE OR SCHOOL\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88955", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88955\nTitle: This bill is a danger to children, physically, mentally and emotionally\nBody:\nViews such as “Gender identity is considered an innate characteristic that most children declare by age five to six ” – are contrary to reason and nature, let alone common sense! Through its blanket endorsement of views like these, the VDOE has lost all sense of reality. Schools have a duty to protect the safety of all students as well as their bodily privacy and dignity. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel extremely uncomfortable and possibly even scared when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be encouraging the incredibly harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”, especially since the vast majority of children who don’t transition grow out of these feelings and no longer want to as older teens or adults. The model regulations infringe the First Amendment rights of parents to raise and care for their children, and on the rights of children to be protected by adults in authority. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88956", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88956\nTitle: I oppose.  The role of parents in  public education should not be disregarded.\nBody:\nI oppose.  The role of parents in public education should not be disregarded.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88957", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88957\nTitle: oppose mixed-gender toilet/shower/changing facilities in schools\nBody:\nAll children should be welcomed, valued, and safe in our schools.  Schools have a duty to protect the bodily privacy and dignity of all students.  No child should be forced to share showers, locker rooms, and the like with a member of the opposite biological sex.  Many children can experience long-lasting, traumatic reactions to this situation. Private (one-person-at-a-time), unisex facilities are acceptable.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88958", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88958\nTitle: I Oppose This Legislation\nBody:\nSex is innate and biological.  Extreme outliers should not force legislation on the majority.  This legislation will lead to unquestionable child abuse and violation of privacy.  This is a travesty and a predator's dream.  No sane person wants this.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88959", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88959\nTitle: Opposed\nBody:\nI am opposed to this breach of parental rights by the VDOE\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88960", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88960\nTitle: Opposed\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88961", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88961\nTitle: Cutting out parents harms families\nBody:\nAny policies that is open to ignoring or dismissing parents runs counter to schools' mission of supporting students. Supporting discord between a student and parents harms the family and parent-child relationship.  Parents should be fully informed at all times, doing otherwise infringes on the parents' First Amendment rights Additionally, young children should not be forced to share restrooms, locker rooms, and overnight accommodations with some of the opposite biological sex. There is a hightened risk of trauma in those situations.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88963", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88963\nTitle: Gender identity doesn't belong in elementary school\nBody:\nAll, It is psychologically confusing to teach a child the biology of male and female in the animal kingdom and then imply that this only applies to every animal except humans. Elementary age children play doctor, house, and other forms of imagination play as they learn the roles in society. They even play as other animals. This doesn't mean they identify as that animal in later years. Therefore we have no business pushing children to identify as the opposite sex simply because they played at it trying to understand it. Let children be children and keep sex out of it.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88964", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88964\nTitle: I fully support inclusive schools\nBody:\nI completely support making our schools more inclusive and supportive of LBGT youth. The other comments made here are reflective of exactly why this needs to happen - they are steeped in fear and misinformation. As a parent I can give my child and other children in our state no greater gift than showing them that schools are a safe place where kindness and understanding lead.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88965", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88965\nTitle: Strongly oppose\nBody:\nThis is utter nonsense. Since when does an elementary age child have the full capacity to make this decision. And if you permit this to occur, I cannot even imagine what my grandson would feel like when a person who was born as a female who pretends to be a male, and wishes to use his restroom or locker room. This is just another way of destroying the family structure that our Lord created. A man and a woman to procreate. Not those who wish to be a man or woman.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88966", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88966\nTitle: Oppose transgender policy from VA Department of Education\nBody:\nI urge the VA Department of Education not to enact transgender policies. People who have gender dysphoria and identify as transgender should be treated with compassion and respect, but these policies do not do those things and will infringe on the rights and protections of others, especially the most vulnerable. I believe the issue surrounding bathroom and dressing room usage should be done on a case by case basis instead of imposing it on everyone. The truth is that there are only two sexes, and people with gender identity disorder should seek support and therapy to accept their biological sex.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88967", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88967\nTitle: treatment of transgender in schools\nBody:\nopposed! this hurts children\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88968", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88968\nTitle: I oppose any legislation that lessens parental power\nBody:\nI oppose any laws that diminish parental power over decisions made for children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88969", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88969\nTitle: Transgenderism and Objective Reality\nBody:\nReality exists in the world around us.  It is not a figment of the imagination.  If a person's mind does not agree with reality, he is insane.  If a male thinks he is a female, he needs psychiatric treatment that gets him to accept his physical body.  If a male thinks he is an eagle and goes to the top of a building to demonstrate his flying ability, would you encourage him to fly? Stop facilitating the denial of sexual reality.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88971", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88971\nTitle: Strongly oppose this legislation\nBody:\nI strongly oppose this legislation.  Parents should continue being parents and do what is right for their children.  The government has no right to override this duty.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88974", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88974\nTitle: I support inclusive schools\nBody:\nI support inclusive schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88975", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88975\nTitle: These bills pre-suppose an ideology that is not shared by the majority of americans\nBody:\nNobody will argue that discrimination, bullying, and harassment are wrong and should be prevented no matter the person.  However, these laws do more than attempt to prevent those things.  In fact, it can and should be argued that additional legislation is superfluous and not necessary.  All of the discrimination identified in these bills are already covered in other state and federal laws.  Instead, this bill forces an ideology that a person's sex can change and that society should embrace this at the expense of the personal rights of parents, and other children (Check out the lawsuits that have occurred in Connecticut, Lexington VA and other places.  Does Virginia want to invite more of these?  Just the monetary cost of these lawsuits would be enough to shy away from this bill). This ideology is not based on any scientific fact, but rather a societal movement pushed by the agenda of very few.  Furthermore, we should recognize the rampant damage that this ideology has on society, families, and the children who are encouraged to embrace a belief that they will be happier if they modify their external appearance to match their inner feelings.  As if the external should take precedent.  There are now thousands of individuals who regret their sex transitions.  They realize that changing their outward appearance was not a cure for the incongruent feelings they had.  Worse still, there is little evidence that transgender transitioning has any meaningful effect on the depression, isolation, and social awkwardness that individuals suffering from gender dysphoria struggle with.  They do permanent, irreversible, damage to their bodies, and feel no better.  The suicide rate for those suffering from gender dysphoria and those who transition is nearly identical.  As are many measures of mental health.  Transitions don't' work.  And yet, we are willing to accept this ideology and allow it to be taught to the most vulnerable and impressionable of the population.  This is nothing short of child abuse and it should be rejected wholeheartedly.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88976", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88976\nTitle: Transgender Policy\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88977", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88977\nTitle: Support trans students\nBody:\nI commend Virginia’s efforts to protect trans students, using an evidence-based approach. Current policies do not do enough to protect the welfare of LGBTQ+ students, which contributes to the murder & suicide epidemic amongst LGBTQ+ students, particularly people of color. Virginia will be better for it, accessing the infinite potential of these students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88979", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88979\nTitle: transgender policies\nBody:\nThe big lie is that hormone replacement therapy, sex reassignment therapy, and/or misguided notions about one's sexual identity change the facts. A person's sex is determined at conception by his or her genes. Period. So let's keep it simple, folks. What does the original, unaltered birth certificate say? It's time to stop this nonsense about transgender \"rights\", protect all our children in the school environment, and get on with the business of educating them. Colleen Legare\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88980", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88980\nTitle: Transgender Regulations by the VA Dept of Education\nBody:\nParents or the legal guardians of children should have input and in some cases the final say as to their children in regards to the issue of transgender. Parents or legal guardians are legally and morally responsible for their children!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88981", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88981\nTitle: Transgender Policies\nBody:\nBringing up children is primarily parents’ responsibility. Intrusive Government rules undercutting parents’ rights and involvement are not acceptable. I strongly oppose this.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88982", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88982\nTitle: A few reasons why I oppose the transgender policies proposed by the VDOE\nBody:\nGood afternoon! I comment today to strongly oppose the transgender policies proposed by the Virginia Department of Education (VDOE). A few reasons why are: The model regulations infringe the First Amendment rights of parents to raise and care for their children. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. Schools have a duty to protect the bodily privacy and dignity of all students. The VDOE should not disregard the role of parents in public education. Thank you for the opportunity to express my view and take care!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88983", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88983\nTitle: Rights of Parents and Science\nBody:\nI oppose any effort on the part of the Commonwealth of Virginia to undercut the role of parents in educating their children in the area of human sexuality. The science is actually very clear that sex assignment happens genetically and that no amount of hormone therapy or surgery can change the genetics of a man or woman to become the opposite sex. There is also data available with regards to the long term effects of transgender surgery that are not positive. See the following article: https://www.heritage.org/gender/commentary/transitioning-procedures-dont-help-mental-health-largest-dataset-shows\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88984", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88984\nTitle: Strongly Oppose\nBody:\nI do not approve of the proposed guidelines based on radical theriods that eradicate all distinctions between male and female and indoctrinate our school children. These troubling policies proposed by VDOE are totally unworkable and will force all students, faculty and administrators to comply with an empirically false view of sex and gender, even if it directly conflicts with their own fundamental beliefs.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88985", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88985\nTitle: Transgender Regulations\nBody:\nI am firmly opposed to this proposal, which disregards parents’ role in bringing up their children and only serves to strengthen the decline of Virginia’s public school system.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88986", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88986\nTitle: I strongly support the efforts to protect trans students!\nBody:\nI commend Virginia’s efforts to protect trans students, using an evidence-based approach. Current policies do not do enough to protect the welfare of LGBTQ+ students, which contributes to the murder & suicide epidemic amongst LGBTQ+ students, particularly people of color. Virginia will be better for it, accessing the infinite potential of these students.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88988", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88988\nTitle: OPPOSED\nBody:\nThe VDOE has gone far beyond its mandate in drafting this guidance.   Educators need to stop trying to replace parents and focus on academics. The model regulations infringe the First Amendment rights of parents to raise and care for their children. No child should be forced to share showers, locker rooms, hotel rooms or other settings with a member of the opposite biological sex.   The proposal is inappropriately attempting to inject school board ideologies into young minds creating confusion, division, and harm to children, families, and communities.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88989", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88989\nTitle: Transgender Policy Change\nBody:\nDear Sir or Madam: I write in opposition to proposed changes to transgender policy language. The proposal oversteps the Department’s role and contravenes deeply-held parental convictions and should not occur. Please reconsider. Respectfully, Keith A. Snider Alexandria, VA\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88991", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88991\nTitle: Support from a teacher\nBody:\nI strongly support this guidance. I’ve taught high school English for 19 years, and know the importance of schools explicitly doing everything they can to ensure the well-being of all students. This guidance is not “imposing” anything. It’s protecting transgender students’ right to the same educational experience as everyone else.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88992", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88992\nTitle: Sexual Preference and eduction\nBody:\nOne's sexual preference and or identity does NOT give them the right to expose another's child to his/her views!\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88995", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88995\nTitle: Oppose Transgender policies that aren't allowing parent involvement in a the life of their children\nBody:\nNo child should be forced to share bathrooms, showers, locker rooms, hotel rooms when on overnight school activity, or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Schools shouldn't encourage talks about transgender issues, promoting approval in any way, influencing children's opinions and creating issues with families believes or moral standars.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88996", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88996\nTitle: Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools)\nBody:\nThe departments proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.  This is another action that will further diminish support for public schools in our state.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_88998", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 88998\nTitle: Oppose, science shows that children have not yet developed consequential thinking at this age\nBody:\nThis does not protect children.  Scientist tell us that consequential thinking does not fully develop until sometime in our early twenties.  Because of this parents need to have a role in protecting their children from rash decisions that have lifetime consequences.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89000", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89000\nTitle: OPPOSE Transgender policies proposed by the VDOE\nBody:\nI OPPOSE Transgender policies proposed by the Virginia Department of Education. The VDOE should not disregard the role of parents in public education. If VDOE approves the draft policies, they would undercut parents’ involvement in the life of their children at school, and endanger the bodily privacy and safety of all students. The proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity. These bills pre-suppose an ideology that is not shared by the majority of Americans. Thank you, Marianne Mazzatenta\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89001", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89001\nTitle: VDOE guidelines\nBody:\nI do not approve of the proposed VDOE guidelines. These troubling policies proposed by VDOE are totally unworkable and will force all students, faculty and administrators to comply with an empirically false view of sex and gender, even if it directly conflicts with their own fundamental beliefs. The proposed guidelines are based on radical theories that eradicate all distinctions between male and female and indoctrinate our school children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89003", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89003\nTitle: SUPPORT THE EQUITABLE TREATMENT OF TRANS STUDENTS\nBody:\nThe proposed model policies for treatment of transgender and gender diverse students in the state of Virginia are in comportment with the ethical codes of the American Counseling Association and American Psychological Association, as well as the World Professional Health for Transgender Health Standards of Care.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89005", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89005\nTitle: transgender mandate\nBody:\nI strongly oppse the transgender mandate that is under discussion.  It is not the role of VDOE to get involved in such matters.The proposal injects leberal anti-family ideas into the eduacation process and effectively undermines basic moral values. I do not want my daughter to be placed in a position where she has to accept various arrinagements with a boy  who mentally decides he wants to be a girl. Should this pass I will insure that no child of mine will participate in the school system. Thank you. Klark\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89006", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89006\nTitle: Transgender Policies\nBody:\nPlease do not disregard the role of parents in public education.  Students that consider themselves transgender should gain guidance and direction from their parents and medical professionals.  The proposed policies encourage young people to adopt transgender ideology when convenient and seemingly to their advantage.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89007", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89007\nTitle: Opposed to cutting out parents\nBody:\nAny policies that is open to ignoring or dismissing parents runs counter to schools' mission of supporting students. Supporting discord between a student and parents harms the family and parent-child relationship.  Parents should be fully informed at all times, doing otherwise infringes on the parents' First Amendment rights. Additionally, young children should not be forced to share restrooms, locker rooms, and overnight accommodations with someone of the opposite biological sex. There is a hightened risk of trauma in those situations. Additionally, there is risk to health and wellness of a child by encouraging them to choose their gender preference at such a young age. As a child I was a tomboy growing up and liked to play video games and sports with the boys in our neighborhood and didn’t like to play dolls with my sisters. My parents and teachers knew these things but did not encourage any thought around gender preference but encouraged me to do what I was interested in. I am grateful that I never gave any thought to the things children are exposed to today, which would have led to confusion and anxiety.  I am now a well educated, well employed FEMALE engineer and work in the data science realm with many male coworkers. Being interested in topics that are typically associated with males does not mean that one should be encouraged to choose a different gender, but they so often are today at too young an age to fully understand. They should be taught that they can be whatever they want to be and their gender does not prevent them from doing so. I grew up always fully confident in my identity, and parents are most capable of handling any situation in this realm, not schools.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89009", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89009\nTitle: VDOE Guidelines\nBody:\nMany children would feel uncomfortable when they encounter a member of the opposite sex, particularly adults, in gendered facilities or on an overnight school trip when they may have to share a room. This regulation would go against the First Amendment rights of parents to raise and care for their children.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89010", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89010\nTitle: Absolutely OPPOSE to this! Parents should have and responsibility overall in regards to their kids\nBody:\nAbsolutely OPPOSE to this! Parents should have and responsibility overall in regards to their children and their education.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89011", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89011\nTitle: Protect Biological Women from Adverse Effects of Transgender Dogma\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity. We can accommodate Transgender students without traumatizing non-transgender students nor infringe on the parental responsibilities to instills morals and values.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89013", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89013\nTitle: Strongly oppose this legislation\nBody:\nStrongly oppose this legislation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89014", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89014\nTitle: wrong!!!!!  should never be enforced\nBody:\nThese \"rules\" are dangerous for individuals as well as educational personnel.  parents should be the ones to make these decisions and it looks as if they are cut out completely.  I would not want to be a teacher having to abide by these corrupt and evil rules.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89016", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89016\nTitle: Strong oppose\nBody:\nStrongly oppose eliminating parental involvement at all levels. If you are trying to support the child you need to facilitate communication between all parties The term child abuse being used when sharing biblical knowledge. 3. restrooms open to all eliminating privacy\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89017", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89017\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nBody:\nWhat is maddening about this whole topic is the millions of wasted dollars spent by our career bureaucratic politicians crafting these House and Senate bills and then additional millions of dollars wasted by the VDOE developing these policies for implementation.  This is parents business, not the school.  Our House and Senate need more direction. They would be better off developing policies that encourage economic growth and ensuring fair elections by registered citizens than wasting time on this clearly first world problem.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89019", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89019\nTitle: Opposed to proposed policies\nBody:\nThe proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89021", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89021\nTitle: Oppose\nBody:\nThis infringes upon our parental rights to know what education is being force fed to our children. With intentionally excluding communication with parents.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89024", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89024\nTitle: Support Our Trans Students\nBody:\nWe strongly support this policy.  All children must be nurtured, cared for, and protected, regardless of gender identity or sexual orientation.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89025", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89025\nTitle: Opposition\nBody:\nTo put the majority of children/adults in an uncomfortable and dangerous situation to accommodate a few is irresponsible and unfair. Any human but especially a child should never be forced to share a room/shower/bathroom with a member of the biologically opposite sex.  This document must be opposed and common sense must prevail.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89027", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89027\nTitle: Strongly OPPOSE these transgender policies\nBody:\nI strongly oppose these transgender policies. Schools have a duty to protect the bodily privacy and inherent dignity of all students. Parents and children should not be pitted against one another in this situation. The model regulations infringe upon the First Amendment rights of parents to raise and care for their children. So many children will feel afraid to go into a bathroom at school if they are not assured that someone of the opposite biological sex will not be in that room. These guidelines are absurd and have no place in any school at all. Boys are boys and girls are girls. Biological sex is determined at conception and cannot be changed because someone feels like they should be the opposite sex. The Virginia Department of Education has gone far beyond the path the General Assembly prescribed. No child should be forced to shower with, share a locker room or hotel room or other intimate setting with someone of the opposite sex. Schools should not be accommodating this harmful view during youth or encouraging these harmful irreversible \"gender transitions\" Parental rights are at stake. Schools cannot permit major life decisions to be made by children and adolescents without parental knowledge or permission. These model policies are not safe for children physically, mentally or spiritually. I strongly oppose these transgender policies. They are highly immoral, unethical and oppose common sense completely.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89029", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89029\nTitle: Oppose transgender policies proposed by the Virginia Department of Education\nBody:\nAs a Faith Leader in Fairfax County, I feel the proposed policies are misguided and gravely harmful to the people of this community.  My thoughts are as follows: The proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89030", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89030\nTitle: Schools would be prohibited from notifying parents if a biological male is using the same changing f\nBody:\nDoes anyone have a problem with this?  What about my right to privacy especially if a male student who is not trans or nonbinary decides he wants to play a joke and goes into my locker room or bathroom?  Where are my rights? What about my right as a person to not feel safe in these situations that will go unchecked? \" Access to facilities such as restrooms and locker rooms that correspond to a student's gender identity shall be available to all students.\" (policy draft p. 18) \"school staff should not confront students about their gender identity upon entry into the restroom \" (p.18) Give trans and nonbinary their own bathroom........  what is so wrong with that?  You are still not hiding anything, everybody knows who is who......  keeps everyone happy that way.  Some kids will always be mean and treat others with disrespect, so keep trans and nonbinary's (some of my friends) safe from the bullies. You can't force this on kids......  some will never buy it.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89031", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89031\nTitle: Stop experimenting with the innocence of our young children\nBody:\nInnocent children should not be subjected to newly created so called (gender ideology) theory for the most fragile and easily terrified of our society. Brian Prindle\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89032", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89032\nTitle: Oppose the proposed transgender policies\nBody:\nYou are proposing changing the rules for less then 5% of the school population. These changes are in direct opposition to the vast majority of parents. What about the rights of the 95+% of the students?\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89033", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89033\nTitle: Respect Parental Rights\nBody:\nThe VDOE should not disregard the role of parents in public education. If VDOE approves the draft policies, they would undercut parents’ involvement in the life of their children at school, and endanger the bodily privacy and safety of all students. The VDOE should respect the role of parents in public education.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89034", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89034\nTitle: Stop harmful transgeneral policies\nBody:\nThe model regulations infringe the First Amendment rights of parents to raise and care for their children.  Schools are important to help educate children so that when they are adults, they can then handle the issues they will face when mature. Why mess with young minds, when reading, writing, and arithmetic are the important tools they will need to succeed - not sex issues.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}
{"custom_id": "comment_89036", "method": "POST", "url": "/v1/chat/completions", "body": {"model": "gpt-5.4-mini", "messages": [{"role": "system", "content": "You are an expert policy analyst classifying public comments submitted to the Virginia Town Hall\nregulatory comment system. You will be given the text of a proposed regulation and a single\npublic comment. Return ONLY a JSON object — no other text.\n\nDefinitions:\n- stance: the commenter's position on whether the regulation should be adopted.\n  \"support\" = wants it approved (as-is or with changes);\n  \"oppose\"  = wants it rejected or substantially weakened;\n  \"neutral\" = takes no position, asks a question, or provides factual input only;\n  \"unknown\" = too vague, off-topic, or uninterpretable to classify.\n- tone: the emotional register of the writing, independent of stance.\n  \"positive\" = affirming, hopeful, appreciative;\n  \"negative\" = angry, fearful, alarmed, or contemptuous;\n  \"neutral\"  = matter-of-fact, procedural, or informational;\n  \"mixed\"    = contains both positive and negative emotional content;\n  \"unclear\"  = tone cannot be determined (e.g., a one-word comment).\n- stance_confidence: float 0.0-1.0, your confidence in the stance label.\n- stance_rationale: 1-3 sentences explaining the key evidence; quote specific phrases where possible.\n- tags: up to 5 short topic labels relevant to the comment's specific concerns (e.g.\n  \"parental rights\", \"student safety\", \"privacy\", \"religious freedom\", \"LGBTQ+ inclusion\",\n  \"bullying prevention\", \"school sports\", \"bathroom access\"). Empty array if none apply.\n\nReturn exactly these keys: stance, stance_confidence, stance_rationale, tone, tags."}, {"role": "user", "content": "## Proposed Regulation\nTitle: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools\nDescription: The Model Policies for the Treatment of Transgender Students in Virginia’s Public Schools guidance document was developed in response to House Bill 145 and Senate Bill 161, enacted by the 2020 Virginia General Assembly, which directed the Virginia Department of Education to develop and make available to each school board model policies concerning the treatment of transgender students in public elementary and secondary schools. These guidelines address common issues regarding transgender students in accordance with evidence-based best practices and include information, guidance, procedures, and standards relating to: compliance with applicable nondiscrimination laws; maintenance of a safe and supportive learning environment free from discrimination and harassment for all students; prevention of and response to bullying and harassment; maintenance of student records; identification of students;  protection of student privacy and the confidentiality of sensitive information; enforcement of sex-based dress codes; and student participation in sex-specific school activities, events, and use of school facilities.\n\n---\n\n## Public Comment\nComment ID: 89036\nTitle: strongly oppose\nBody:\nI strongly oppose the VDOE concerning transgender.   This is another liberal attempt to take over parental responsibilites and concerns.  These children need counseling, not accommodation for what is when it comes right down to it body dysmorphia. Additionally, I provide the following thoughts the proposed policies articulate views – such as the view that “Gender identity is considered an innate characteristic that most children declare by age five to six ” – that are far different from those of many parents. Through its blanket endorsement of views like these, the VDOE has gone far beyond the path the General Assembly prescribed. Schools have a duty to protect the bodily privacy and dignity of all students. No child should be forced to share showers, locker rooms, hotel rooms or other intimate settings with a member of the opposite biological sex. Many children would feel uncomfortable when they encounter a member of the opposite sex – particularly adults – in gendered facilities or when entering a shared hotel room as part of an overnight school activity. Children, particularly adolescents, can experience hypersensitive and traumatic reactions to these situations. Schools should not be accommodating the especially harmful view that youth is an appropriate time to be encouraging, in some cases, irreversible “gender transitions”. The model regulations infringe the First Amendment rights of parents to raise and care for their children. The Department’s proposed policies would pit children against their parents when it comes to important questions about sex and gender identity.\n\n---\nClassify this comment per the instructions. Return only JSON."}], "response_format": {"type": "json_object"}, "temperature": 0.0}}