{"id":"W3172466861","doi":"10.1177/0032258x211009577","title":"Policing with a public health lens – Moving towards an understanding of crime as a public health issue","year":2021,"lang":"en","type":"article","venue":"The Police Journal Theory Practice and Principles","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Legitimacy; Police brutality; Criminology; Prison; Public relations; Criminal justice; Economic Justice; Racism; Political science; Public health; Sociology; Law; Politics; Medicine; Nursing","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01818819,0.0002056087,0.0003920504,0.0002317539,0.004204153,0.001086798,0.00042461,0.00008695126,0.0003304017],"category_scores_gemma":[0.002701156,0.0001484349,0.00008678556,0.0007199402,0.000520287,0.003520193,0.0001452277,0.0008313567,0.00001126298],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005412317,"about_ca_system_score_gemma":0.006401875,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1235785,"about_ca_topic_score_gemma":0.04125711,"domain_scores_codex":[0.9909074,0.006589835,0.0005684965,0.0002619703,0.0007043394,0.0009679484],"domain_scores_gemma":[0.994835,0.002282055,0.001303606,0.0004054969,0.000373152,0.0008007576],"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":[0.00006007983,0.0001704451,0.0001881575,0.00003610948,0.0001397159,0.000004379645,0.4176223,0.00001549222,0.00006761996,0.5723528,0.0001143542,0.009228504],"study_design_scores_gemma":[0.0003637782,0.000456316,0.001784585,0.0001422679,0.00007131763,0.001294736,0.636664,0.00003556685,0.00001488969,0.006247157,0.3527144,0.0002109549],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2794929,0.001144127,0.004138728,0.5738509,0.000279804,0.0003455639,0.00002193981,0.00009223284,0.1406338],"genre_scores_gemma":[0.9603012,0.0141155,0.001562003,0.02162526,0.001030833,0.000004471479,0.000003318055,0.00003506301,0.001322378],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6808082,"threshold_uncertainty_score":0.9999502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3046380910413861,"score_gpt":0.4471269615386299,"score_spread":0.1424888704972438,"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."}}