{"id":"W2318871706","doi":"10.1093/police/pat038","title":"Robert Chrismas. Canadian Policing in the 21st Century: a Frontline Officer on Challenges and Changes","year":2013,"lang":"en","type":"article","venue":"Policing A Journal of Policy and Practice","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Officer; Accountability; Police science; Political science; Immigration; Community policing; Criminology; Service (business); Metropolitan police; Public administration; Sociology; Law; Criminal justice; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002119921,0.0009213318,0.0004101193,0.002167118,0.02519436,0.008607003,0.002252964,0.004811083,0.01349112],"category_scores_gemma":[0.005977683,0.0004898838,0.0004201579,0.004818333,0.0104146,0.005550844,0.002283647,0.006522558,0.002546404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09131056,"about_ca_system_score_gemma":0.1089951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9771668,"about_ca_topic_score_gemma":0.9906653,"domain_scores_codex":[0.9958651,0.0005032118,0.00006964029,0.0002872458,0.002255012,0.001019691],"domain_scores_gemma":[0.9950871,0.0004726115,0.0001316515,0.0000835652,0.002882454,0.001342644],"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":[0.000005591446,0.000004318782,0.0002900113,0.00005425878,0.00000157811,0.00006130063,0.004131573,0.00003192262,0.00003316864,0.0188049,0.9634643,0.01311715],"study_design_scores_gemma":[0.000001717819,0.000002445671,0.0007068372,0.0001484195,0.000002042803,0.00005064902,0.006095634,0.0000176937,0.00002763835,0.001487826,0.9914472,0.00001177905],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002453236,0.1583715,0.0007249065,0.6488364,0.02160533,0.00005070443,0.0003142903,0.0001249692,0.1675187],"genre_scores_gemma":[0.09861088,0.1572758,0.002635903,0.1833376,0.005881664,0.00009121464,0.0003036443,0.000307865,0.5515555],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09131056,"threshold_uncertainty_score":0.6625076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02935103443600317,"score_gpt":0.3021003125965561,"score_spread":0.2727492781605529,"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."}}