{"id":"W2327626429","doi":"10.1177/2153368711429304","title":"Identity and Hate Crime on Canadian Campuses","year":2011,"lang":"en","type":"article","venue":"Race and Justice","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"U.S. Department of Justice","keywords":"Hate crime; Sexual orientation; Criminology; Ethnic group; Diversity (politics); Identity (music); Sociology; Transgender; Sexual assault; Political science; Gender studies; Law; Suicide prevention; Poison control","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000755162,0.0002917133,0.000374308,0.003251884,0.0150196,0.002654887,0.001044097,0.000514117,0.002833044],"category_scores_gemma":[0.003729638,0.0003111102,0.0003864637,0.003345264,0.003033579,0.000725871,0.002494469,0.001299332,0.0002172526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01902896,"about_ca_system_score_gemma":0.02203287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.983003,"about_ca_topic_score_gemma":0.9928178,"domain_scores_codex":[0.9982588,0.0001609637,0.00004554801,0.0000977676,0.0007568376,0.0006801263],"domain_scores_gemma":[0.9963392,0.0001847238,0.0007998433,0.0001181991,0.001363347,0.001194676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007877074,0.0001374386,0.8731809,0.00005454635,0.0000278993,0.0003923627,0.1019236,0.00007658816,0.000670239,0.001405123,0.002542207,0.01951018],"study_design_scores_gemma":[0.00000201887,0.0000394477,0.8526282,0.00005316101,0.00001141746,0.000142221,0.1435004,0.00008410575,0.0001643314,0.00006255903,0.003286053,0.0000260149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964697,0.0001079469,0.00001761731,0.0002146145,0.000008146691,0.00001678482,0.0001400375,0.00000205184,0.003023044],"genre_scores_gemma":[0.9982197,0.0003076299,0.00004753982,0.00006021949,0.000004007809,0.000005695996,0.0001186625,0.000002578195,0.001233939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01902896,"threshold_uncertainty_score":0.1380654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08385422964661841,"score_gpt":0.3517476383577194,"score_spread":0.267893408711101,"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."}}