{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001631518,0.00004178541,0.00005946391,0.00003658179,0.0006706684,0.00004699241,0.00003821262,0.00003396704,0.00008922787],"category_scores_gemma":[0.0001743431,0.00003802234,0.000005678241,0.00008143516,0.0001050654,0.0001971333,0.00001325084,0.00003730515,0.0000317563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001454005,"about_ca_system_score_gemma":0.00004606134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2244435,"about_ca_topic_score_gemma":0.4549638,"domain_scores_codex":[0.9996109,0.00003429889,0.00004535475,0.00009527506,0.00008175165,0.0001324402],"domain_scores_gemma":[0.9997132,0.00006087341,0.00001754277,0.00003777412,0.00004854634,0.000121995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005826103,0.00009241419,0.1246742,0.00009951513,0.00009586613,0.00004085538,0.3941465,0.000004016122,0.0000274684,0.4344952,0.02958897,0.01667671],"study_design_scores_gemma":[0.0004920842,0.0001251526,0.456588,0.0000410517,0.0003336123,0.00000236458,0.188556,0.00006239943,0.00007259283,0.003945592,0.3493633,0.0004178358],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6623673,0.001098031,0.0001275921,0.001765386,0.0007023197,0.0001502007,0.00000904378,0.0000570528,0.3337231],"genre_scores_gemma":[0.9948526,0.0008800066,0.0001184459,0.0008495346,0.0001171161,0.0000021637,5.452802e-7,0.00000291375,0.003176695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4305497,"threshold_uncertainty_score":0.780721,"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."}}