{"id":"W4407940041","doi":"10.2139/ssrn.5151219","title":"The Discriminatory Use of the 'KGB Procedure' by Police Against Women in Canada","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Gender, Security, and Conflict","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Criminology; Psychology","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":[0.001481009,0.00008317676,0.0001099508,0.00003389537,0.00071546,0.0000666099,0.0006074564,0.00004156194,0.000004527302],"category_scores_gemma":[0.0001807196,0.00005167059,0.00005127343,0.0003416507,0.0001437428,0.0001015984,0.00004586143,0.0009049455,4.220393e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004246046,"about_ca_system_score_gemma":0.03417813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8839851,"about_ca_topic_score_gemma":0.9973708,"domain_scores_codex":[0.9973194,0.0002636175,0.000212871,0.0001027035,0.0003622574,0.001739178],"domain_scores_gemma":[0.9994903,0.0001197894,0.000116743,0.0001401501,0.00006506942,0.00006794033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001136759,0.0002027481,0.2339387,0.00004223729,0.0003780298,0.000002301181,0.1231177,0.0000583762,0.0006171223,0.5741471,0.01601824,0.05136377],"study_design_scores_gemma":[0.0005959893,0.00004755826,0.03115385,0.00005608379,0.00002696948,0.000005939084,0.5777948,0.00002614691,0.0001703583,0.08993466,0.2999509,0.0002366745],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864033,0.002278486,0.000006062421,0.006013743,0.0002907978,0.000144262,0.000003705052,0.000003949669,0.004855664],"genre_scores_gemma":[0.9895422,0.002995111,3.35499e-7,0.0005418511,0.00005314328,0.00000839411,2.559947e-7,0.000004965654,0.006853672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4842125,"threshold_uncertainty_score":0.9995764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008719882088144186,"score_gpt":0.2428649555381749,"score_spread":0.2341450734500307,"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."}}