{"id":"W3115244056","doi":"10.7202/1071460ar","title":"Sexual and Gender Diversity in Schools: An Introduction","year":2020,"lang":"en","type":"article","venue":"Paideusis","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Gender diversity; Diversity (politics); Sociology; Psychology; Gender studies; Anthropology; Economics; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002642467,0.00004054056,0.00007021016,0.00002620084,0.0004481505,0.00004763984,0.00007359072,0.00002826513,0.00003378214],"category_scores_gemma":[0.0001730421,0.00004362593,0.00001025184,0.0001538998,0.00002775001,0.0002724589,0.0001729597,0.00007056628,0.00001772325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000287493,"about_ca_system_score_gemma":0.00001564071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005049385,"about_ca_topic_score_gemma":0.008532249,"domain_scores_codex":[0.999398,0.00009520279,0.00005902686,0.0001783433,0.0001452597,0.000124196],"domain_scores_gemma":[0.9998215,0.000005429197,0.00001675129,0.00004602506,0.00002706013,0.00008322852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009274204,0.0000247004,0.8775176,0.00001586285,0.00001567673,0.000002244108,0.1011602,0.00001001244,0.00008379257,0.001264886,0.01548259,0.004413125],"study_design_scores_gemma":[0.0002522245,0.00005312404,0.6376023,7.677699e-7,0.0000246162,2.244894e-7,0.3412729,0.00009621112,0.000009065944,0.002574802,0.01796538,0.000148407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523993,0.0001260233,0.0000609519,0.04671372,0.00008801718,0.00006186871,0.000001564399,0.00003203142,0.0005165312],"genre_scores_gemma":[0.9988145,0.0001247216,0.0001197187,0.0003877873,0.0004561614,0.000001265723,0.000001043504,0.000002094696,0.00009266436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2401127,"threshold_uncertainty_score":0.7633194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1178334401196382,"score_gpt":0.3114824362931992,"score_spread":0.193648996173561,"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."}}