{"id":"W3093953412","doi":"10.1080/00131911.2020.1829559","title":"Supporting transgender students in schools: beyond an individualist approach to trans inclusion in the education system","year":2020,"lang":"en","type":"article","venue":"Educational Review","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Inclusion (mineral); Transgender; Individualism; Sociology; Viewpoints; Exemplification; Rationality; Politics; Pedagogy; Public relations; Epistemology; Gender studies; Political science; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002204865,0.0001597239,0.0002888461,0.0001496122,0.0001982101,0.0000622497,0.0008305819,0.00007469802,0.0002496068],"category_scores_gemma":[0.0001558815,0.0001329057,0.00006759996,0.000915758,0.00001620677,0.0001795175,0.00007088966,0.000362212,0.000227119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001894459,"about_ca_system_score_gemma":0.0008440553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001703924,"about_ca_topic_score_gemma":0.0002391625,"domain_scores_codex":[0.9970547,0.0009096488,0.0007526979,0.0004141125,0.000557908,0.0003109398],"domain_scores_gemma":[0.9991552,0.00008841603,0.0001473237,0.0003218991,0.00006504252,0.0002221708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000462404,0.006585745,0.4037566,0.03378855,0.00005305834,0.000004413184,0.2318524,0.00001661089,0.00001368205,0.08655892,0.1657263,0.07159745],"study_design_scores_gemma":[0.0006124172,0.0001310996,0.9116275,0.001239336,0.0001256149,0.00005236087,0.01315701,0.000006906647,3.506806e-7,0.001414102,0.07124102,0.0003922654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4791134,0.0930988,0.000224873,0.3149665,0.001892959,0.007104356,0.00009404003,0.00006556287,0.1034395],"genre_scores_gemma":[0.9551823,0.001418779,0.0003551788,0.04053749,0.0008937164,0.0008965016,0.0003233768,0.00002423071,0.0003684172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.507871,"threshold_uncertainty_score":0.5419739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09915110734255442,"score_gpt":0.4864460520478348,"score_spread":0.3872949447052804,"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."}}