{"id":"W4200073035","doi":"10.35502/jcswb.219","title":"Confirmation bias: A barrier to community policing","year":2021,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Community policing; Active listening; Curiosity; Obstacle; Public relations; Through-the-lens metering; Resistance (ecology); Process (computing); Psychology; Social psychology; Political science; Criminology; Law; Lens (geology); Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.04491595,0.0004510977,0.0007953615,0.001923161,0.01001857,0.007736398,0.003876842,0.003007013,0.008483927],"category_scores_gemma":[0.1753075,0.0008619452,0.0007076707,0.0009915262,0.010078,0.0044602,0.009207333,0.007584028,0.001246327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005299386,"about_ca_system_score_gemma":0.0202209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02418104,"about_ca_topic_score_gemma":0.01997147,"domain_scores_codex":[0.9245638,0.04396361,0.005324539,0.003530419,0.01743171,0.005185877],"domain_scores_gemma":[0.799412,0.1266132,0.02517205,0.01213791,0.02101133,0.0156535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003237079,0.0004696077,0.09599514,0.002918677,0.000423658,0.004990305,0.4198301,0.0004670293,0.003340316,0.08811174,0.06436621,0.3187635],"study_design_scores_gemma":[0.0001897731,0.0005711748,0.06711186,0.009116699,0.0002146379,0.008117632,0.4603797,0.003478652,0.002633202,0.1175087,0.3302084,0.0004696581],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5618622,0.004782212,0.05055785,0.254217,0.002593374,0.001681893,0.0002234367,0.0005654602,0.1235166],"genre_scores_gemma":[0.9712765,0.0009511253,0.007122924,0.01541827,0.0003720205,0.000411408,0.00004925734,0.000114034,0.004284463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04491595,"threshold_uncertainty_score":0.2375411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05957835362547483,"score_gpt":0.3663745696227484,"score_spread":0.3067962159972736,"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."}}