{"id":"W4212924275","doi":"10.1093/bjc/azac014","title":"Taking the Temperature: An Intersectional Examination of Diversity Acceptance in Canadian Police Services","year":2022,"lang":"en","type":"article","venue":"The British Journal of Criminology","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Institution; Gender studies; Ideology; Masculinity; Diversity (politics); Resistance (ecology); Intersectionality; Gatekeeping; Sociology; White (mutation); Race (biology); Power (physics); Patriarchy; Political science; Politics; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001653671,0.0000327778,0.0000802416,0.00009554144,0.002636058,0.00007603014,0.0005605887,0.00003519811,0.0005869985],"category_scores_gemma":[0.00005979255,0.00002942617,0.0000352293,0.0001483448,0.0001996823,0.0003244367,0.00009585236,0.0004246919,5.605489e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001982316,"about_ca_system_score_gemma":0.0002304696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9752639,"about_ca_topic_score_gemma":0.9866282,"domain_scores_codex":[0.9984875,0.0009221201,0.0001541054,0.00005328634,0.0002085134,0.0001745289],"domain_scores_gemma":[0.999355,0.0001496809,0.0002778736,0.00006139889,0.0001028344,0.00005322573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007324606,0.000159567,0.03094794,0.00001407293,0.00006205968,0.00005247819,0.8630983,0.001423565,0.0007242631,0.0114185,0.0006220984,0.09140391],"study_design_scores_gemma":[0.000122003,0.00006640083,0.8797882,0.00001451789,0.00002112512,0.0004709411,0.1148455,0.00002373903,0.000005405444,0.0004821128,0.004121647,0.00003843183],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920532,0.0001083479,0.000001166891,0.002731531,0.0003841861,0.00004757194,0.0000138143,0.000002562488,0.004657664],"genre_scores_gemma":[0.9987525,0.0001527921,0.00001125664,0.0007961871,0.0001918285,0.000001351823,0.000001337265,0.000002476063,0.00009026241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8488402,"threshold_uncertainty_score":0.9986624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09148283374840568,"score_gpt":0.3458975247701574,"score_spread":0.2544146910217517,"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."}}