{"id":"W3210536740","doi":"10.11575/ajer.v67i1.56915","title":"Exploring the Impact of an Anti-Homophobia and Anti-Transphobia Program on a Teacher Education Program: LGBTQ Pre-Service Teachers Identify Benefits and Challenges","year":2018,"lang":"en","type":"article","venue":"University of Calgary","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Sexual orientation; Lesbian; Heterosexism; Transgender; Curriculum; Queer; Teacher education; Pedagogy; Sexual identity; Homosexuality; Sociology; Sexual minority; Psychology; Transphobia; Gender studies; Human sexuality","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":[0.0002905432,0.0001729017,0.0002512653,0.0001675398,0.0002350374,0.00002583406,0.0002680954,0.0001342445,0.00006718204],"category_scores_gemma":[0.00001000783,0.0001555997,0.00007674448,0.0002046266,0.0003869261,0.0003451398,0.00005786769,0.0002180401,0.000009698326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004139904,"about_ca_system_score_gemma":0.0001172749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03304162,"about_ca_topic_score_gemma":0.0024783,"domain_scores_codex":[0.9988378,0.0002147981,0.0001635055,0.0003427419,0.0001566083,0.0002845271],"domain_scores_gemma":[0.9990867,0.00004617761,0.0001521034,0.0004059873,0.0001429434,0.0001660716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002439059,0.002272655,0.07476292,0.0004847152,0.0001366209,0.000004374658,0.03959613,0.000001662269,0.000225416,0.0006064308,0.0003418738,0.8813233],"study_design_scores_gemma":[0.0006927086,0.001202726,0.9924968,0.00007718943,0.0001202186,0.00001462556,0.003208007,0.00004780551,0.0000291172,0.00004824064,0.001911725,0.0001508548],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99088,0.001507421,0.000001563676,0.0005965847,0.0002020765,0.0009166016,0.000009673898,0.00007929959,0.005806836],"genre_scores_gemma":[0.9956617,0.003607588,0.0002499458,0.00002899909,0.0001452469,0.000007276792,0.00001337227,0.00001961638,0.0002662984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9177338,"threshold_uncertainty_score":0.9733974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08732980813777656,"score_gpt":0.3533079406781563,"score_spread":0.2659781325403797,"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."}}