{"id":"W4412104168","doi":"10.3390/sexes6030036","title":"Puberty Health and Sex Education Content for Online Educational Resources for Gender-Independent, Intersex, Non-Binary, and Transgender (GIaNT) Youth","year":2025,"lang":"en","type":"article","venue":"Sexes","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Centennial College; Western University","funders":"","keywords":"Transgender; Curriculum; Inclusion (mineral); Population; Psychology; Medicine; Sociology; Gender studies; Pedagogy; Social psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003001645,0.0001734887,0.0002568526,0.0002257214,0.0003196265,0.00006399297,0.0001263185,0.0001233165,0.00003846429],"category_scores_gemma":[0.00004240076,0.0001649202,0.00006674815,0.00008713439,0.00009371085,0.00009165823,0.00002617379,0.0001262843,0.000002164468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008668654,"about_ca_system_score_gemma":0.0006875775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004217781,"about_ca_topic_score_gemma":0.001454188,"domain_scores_codex":[0.998663,0.00007982579,0.0003642332,0.0004369946,0.00009050607,0.0003654195],"domain_scores_gemma":[0.9991873,0.0001999673,0.0001251878,0.0002145745,0.00007519748,0.0001977669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001132246,0.003241863,0.2266751,0.009428627,0.0007022187,6.41534e-7,0.1501652,0.000001755507,0.0002563398,0.04572527,0.3108031,0.2518676],"study_design_scores_gemma":[0.006958527,0.001253778,0.7759972,0.0001931938,0.0003547004,0.00004049469,0.1021981,0.0002240679,0.0000235996,0.0247514,0.08727857,0.000726392],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9506522,0.007570835,0.001382526,0.03030751,0.002425828,0.002000039,0.0007831366,0.00004259657,0.00483533],"genre_scores_gemma":[0.9313753,0.0006050983,0.001201753,0.00762732,0.0009882199,0.0003513714,0.00057267,0.00003754648,0.05724073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.549322,"threshold_uncertainty_score":0.6725252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08663318594362635,"score_gpt":0.4002560975472642,"score_spread":0.3136229116036378,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}