{"id":"W4399797980","doi":"10.55016/ojs/ajer.v58i3.55632","title":"Addressing Lesbian, Gay, Bisexual, Transgender, and Queer (LGBTQ) Issues in Teacher Education: Teacher Candidates’ Perceptions","year":2012,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Transgender; Queer; Lesbian; Homosexuality; Psychology; Perception; Sexual identity; Sexual orientation; Heterosexism; Gender studies; Male Homosexuality; Heteronormativity; Sociology; Human sexuality; Social psychology; Human immunodeficiency virus (HIV)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00186153,0.0001664889,0.000252462,0.0008917615,0.0003561402,0.0001236697,0.000333371,0.0001906893,0.04559798],"category_scores_gemma":[0.001370825,0.0001533393,0.00007403494,0.0004976719,0.0002911315,0.000628142,0.00003821892,0.001072259,0.000759034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003126355,"about_ca_system_score_gemma":0.001863069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03550108,"about_ca_topic_score_gemma":0.007863815,"domain_scores_codex":[0.9969465,0.0009356658,0.0006022651,0.0002339007,0.000549186,0.0007324987],"domain_scores_gemma":[0.9964861,0.002094032,0.0001578415,0.0002909233,0.0004148429,0.0005563044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006225012,0.001569932,0.7269088,0.0001031638,0.00004564335,3.31454e-7,0.01769212,4.889839e-7,0.0001001946,0.00490073,0.2450259,0.003590419],"study_design_scores_gemma":[0.000470121,0.00009020521,0.8961915,0.00006843699,0.00004220033,0.0001990217,0.00543166,0.000001850903,0.000003229838,0.0007917361,0.09655072,0.0001592822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8047005,0.01644874,0.000001604289,0.0509841,0.0009788529,0.0001921595,0.00000395683,0.000001165581,0.126689],"genre_scores_gemma":[0.6817952,0.0008694417,0.00008861658,0.000202662,0.003036258,0.00003703968,0.00001317745,0.00002714821,0.3139305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1872415,"threshold_uncertainty_score":0.97561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.35793022949625,"score_gpt":0.573168133185017,"score_spread":0.215237903688767,"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."}}