{"id":"W4395103745","doi":"10.25071/v2b3fn90","title":"Policing and the LGBTIQ2S+ community in Canada","year":2022,"lang":"en","type":"article","venue":"Canada Watch","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Criminology; Geography; Sociology","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":[0.001523973,0.0002582407,0.0005614982,0.001859365,0.03003806,0.006671661,0.002508754,0.003390141,0.01397806],"category_scores_gemma":[0.004861213,0.000466068,0.0005036559,0.003608815,0.005836689,0.00152884,0.00531897,0.00584026,0.0005333877],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1413342,"about_ca_system_score_gemma":0.3358151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9980258,"about_ca_topic_score_gemma":0.9991893,"domain_scores_codex":[0.9954267,0.0003220185,0.00006218406,0.0001519339,0.0006315052,0.003405669],"domain_scores_gemma":[0.9895166,0.0004254128,0.0004596689,0.00008485668,0.001792541,0.007720927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002858095,0.0007113537,0.297273,0.0005900716,0.0001096798,0.001130546,0.0711592,0.0009638517,0.0007199888,0.129792,0.3326139,0.1646505],"study_design_scores_gemma":[0.0001070225,0.000161284,0.4189855,0.001532086,0.00008656529,0.0002557668,0.2386672,0.001071557,0.0003514974,0.00875512,0.3298435,0.0001828548],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5773287,0.01164773,0.0003440612,0.2831217,0.001551873,0.0001803355,0.002213159,0.00008150642,0.1235309],"genre_scores_gemma":[0.9449573,0.004387909,0.0002627954,0.02158608,0.0001771578,0.0000664124,0.0004288559,0.0000378094,0.02809574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1413342,"threshold_uncertainty_score":0.9959306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02098412373273439,"score_gpt":0.284233072390491,"score_spread":0.2632489486577566,"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."}}