{"id":"W1592678725","doi":"10.3390/socsci4030563","title":"The GSA Difference: LGBTQ and Ally Experiences in High Schools with and without Gay-Straight Alliances","year":2015,"lang":"en","type":"article","venue":"Social Sciences","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Lesbian; Harassment; Queer; Transgender; Psychology; Alliance; Sexual orientation; Homosexuality; Sexual identity; Gender studies; Diversity (politics); Heteronormativity; Pedagogy; Sociology; Human sexuality; Social psychology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008061991,0.0001275295,0.0001745542,0.00005250609,0.000968417,0.0003382368,0.0002879521,0.00008432472,0.00003939728],"category_scores_gemma":[0.00006522672,0.00007309234,0.00001350153,0.0003636421,0.002131514,0.0002316324,0.00005066846,0.0001686369,0.00001274265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000243672,"about_ca_system_score_gemma":0.0002708804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008193535,"about_ca_topic_score_gemma":0.01067404,"domain_scores_codex":[0.9984437,0.0001909272,0.0001838521,0.0003480602,0.000374628,0.0004588812],"domain_scores_gemma":[0.9995279,0.00008877408,0.0001038461,0.00009102028,0.00004447648,0.0001440396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004807642,0.00002991033,0.9255481,0.0000144373,0.000008212423,0.000003879331,0.03960978,2.205314e-7,0.000006948606,0.02419023,0.002321082,0.008219079],"study_design_scores_gemma":[0.0005837541,0.0003032983,0.9403798,0.00001223254,0.000009381971,0.00001092639,0.04304135,0.00000543856,0.000002913935,0.01344923,0.002027749,0.0001738973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646419,0.001726992,0.000004188213,0.008033097,0.0004728064,0.0001747989,0.000003348071,0.00002298868,0.02491984],"genre_scores_gemma":[0.9962388,0.0003277567,0.00009325631,0.0002871963,0.0003453699,0.00005872591,4.450814e-7,0.000004717032,0.002643681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03159691,"threshold_uncertainty_score":0.998411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09347877082938971,"score_gpt":0.4169632306572296,"score_spread":0.3234844598278399,"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."}}