{"id":"W3112149896","doi":"10.22215/etd/2005-06392","title":"Counter-hegemonic citizenship, hate crimes and the safety of lesbians, gays, bisexuals and transgendered (LGBT) people in Canada, 1993-2003; perspectives on violence targeted at LGBT communities in Ottawa","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centre for Engineering Research and Development; U.S. Department of Justice","keywords":"Citizenship; Hegemony; Criminology; Gender studies; Transgender; Hate crime; Homosexuality; Lesbian; Political science; Sociology; Law; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001460487,0.0005501652,0.0004492306,0.001903158,0.04080522,0.008164627,0.002485325,0.002481313,0.00417587],"category_scores_gemma":[0.004180338,0.000513083,0.0006322384,0.005062054,0.008161647,0.001803317,0.002493833,0.005867301,0.0002076359],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2564925,"about_ca_system_score_gemma":0.3274892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9994137,"about_ca_topic_score_gemma":0.9998428,"domain_scores_codex":[0.9977616,0.0002326538,0.00007279867,0.0001016624,0.0005135399,0.001317721],"domain_scores_gemma":[0.9952372,0.0004625716,0.0003558029,0.00006827683,0.001287321,0.002588752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003636802,0.0004460375,0.2618255,0.0005665342,0.0001477669,0.002025117,0.5224452,0.001121099,0.0009770025,0.04102215,0.1146157,0.05444416],"study_design_scores_gemma":[0.00002920558,0.00004209231,0.3271393,0.0005705339,0.0001208274,0.0002070438,0.5396304,0.0002320704,0.0005129717,0.001028166,0.1303824,0.0001050689],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8234407,0.01835631,0.0001949453,0.07725504,0.0005703901,0.0003213333,0.002858667,0.00002326525,0.07697926],"genre_scores_gemma":[0.9369916,0.01631133,0.0003575829,0.004365196,0.00007531687,0.00012561,0.0006859083,0.00002392047,0.04106356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2564925,"threshold_uncertainty_score":0.8623633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090154134827735,"score_gpt":0.3075188705106923,"score_spread":0.2866173291624149,"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."}}