{"id":"W2904852087","doi":"10.35502/jcswb.79","title":"Hearing their voices and counting them in: The place of Canadian LGBTQ police officers in police culture","year":2018,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University; University of Guelph-Humber","funders":"University of Guelph","keywords":"Harassment; Sexual orientation; Lesbian; Heterosexism; Transgender; Criminology; Gender studies; Queer; Legitimacy; Intersectionality; Police science; Psychology; Sociology; Criminal justice; Political science; Social psychology; Politics; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.003602672,0.0007054459,0.0006399521,0.00331979,0.05969623,0.01191282,0.002999721,0.001951602,0.007645146],"category_scores_gemma":[0.01002173,0.0009694429,0.00047351,0.005038449,0.02102907,0.005037992,0.009538933,0.004250755,0.0006573494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07357472,"about_ca_system_score_gemma":0.1072635,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9902401,"about_ca_topic_score_gemma":0.9953167,"domain_scores_codex":[0.9949517,0.001559264,0.0001037355,0.0003278476,0.00108719,0.001970247],"domain_scores_gemma":[0.9940241,0.0008954461,0.0006892803,0.0002080457,0.001925686,0.002257378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005808851,0.00002280022,0.01951135,0.00007017297,0.000009461586,0.0005230275,0.9636546,0.00002003797,0.0004555414,0.001398107,0.003352585,0.01092413],"study_design_scores_gemma":[0.000002235975,0.0000133665,0.01604477,0.0000807426,0.000008195215,0.00008802968,0.9722445,0.00001827929,0.00006213842,0.0001361942,0.01127486,0.00002678329],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9506112,0.002438342,0.0003837947,0.01224527,0.000265282,0.00006867987,0.0002147967,0.00002823868,0.0337444],"genre_scores_gemma":[0.9932249,0.001495791,0.0002154736,0.001195999,0.00002390683,0.00002255224,0.0000596922,0.00002979785,0.003731739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07357472,"threshold_uncertainty_score":0.5338244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0434405970361429,"score_gpt":0.3248186282551571,"score_spread":0.2813780312190142,"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."}}