{"id":"W4312517208","doi":"10.5206/qxvt8368","title":"Supporting transgender and gender diverse students in Ontario schools: Educators’ responses.","year":2022,"lang":"en","type":"report","venue":"","topic":"Feminist Theory and Gender Studies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Transgender; Diversity (politics); Curriculum; Professional development; Accountability; Christian ministry; Pedagogy; Political science; Gender diversity; Medical education; Psychology; Sociology; Public relations; Medicine; Corporate governance; Gender studies; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007211664,0.0003343287,0.0005708575,0.0003120809,0.001218799,0.0001571342,0.0005298048,0.0002812781,0.0113059],"category_scores_gemma":[0.0005681387,0.0003411178,0.0001622501,0.0002766625,0.0002613807,0.000165681,0.0004275812,0.001206056,0.00002134255],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002020373,"about_ca_system_score_gemma":0.007801971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3024147,"about_ca_topic_score_gemma":0.7482629,"domain_scores_codex":[0.995311,0.0006974064,0.000620373,0.0007468083,0.001887642,0.0007367383],"domain_scores_gemma":[0.9988904,0.0002542203,0.0002444486,0.0002814082,0.0001159623,0.0002135417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007922025,0.0001764391,0.6658017,0.00006204275,0.0002339683,0.0001652354,0.300562,6.696335e-7,5.836228e-7,0.001149384,0.0307955,0.0009732422],"study_design_scores_gemma":[0.0002857684,0.00003337227,0.1429297,0.00002049909,0.00008965946,0.000009303597,0.3309996,2.717899e-8,8.080505e-7,0.002063412,0.5231566,0.0004112661],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3406678,0.001452572,0.000003691939,0.0002963817,0.002644647,0.000689956,0.00003195625,0.00008412224,0.6541288],"genre_scores_gemma":[0.7013277,0.001383687,0.00005465409,0.0002162801,0.0002037603,0.0000954826,0.00002203703,0.00002862214,0.2966677],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.522872,"threshold_uncertainty_score":0.9999041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1545304439319591,"score_gpt":0.4385399304707777,"score_spread":0.2840094865388186,"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."}}