{"id":"W3165554395","doi":"10.1093/police/paz055","title":"Creating a Change Culture in a Police Service: The Role of Police Leadership","year":2018,"lang":"en","type":"article","venue":"Policing A Journal of Policy and Practice","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Culture change; Public relations; Service delivery framework; Service (business); Organizational culture; Business; Identification (biology); Process (computing); Political science; Marketing; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.03636751,0.0006259299,0.0005377006,0.002200781,0.02660775,0.0231626,0.002522608,0.003126951,0.003226116],"category_scores_gemma":[0.03736531,0.0007195056,0.0005202204,0.00157963,0.03068715,0.007324606,0.01447535,0.00826662,0.0006409065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009162226,"about_ca_system_score_gemma":0.02780016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006025069,"about_ca_topic_score_gemma":0.007285852,"domain_scores_codex":[0.9424819,0.0450157,0.001038245,0.001434396,0.00449762,0.005532196],"domain_scores_gemma":[0.9492361,0.01937371,0.005509076,0.002099848,0.007057911,0.01672341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007817678,0.0008636196,0.03393122,0.0005702828,0.00007871055,0.002118849,0.8039506,0.0004398955,0.001476105,0.07669021,0.01249355,0.06730872],"study_design_scores_gemma":[0.00004369022,0.0003537023,0.01396086,0.0008066093,0.00003425914,0.0009630832,0.898444,0.001062511,0.0007916593,0.01740099,0.06604988,0.00008878529],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7190647,0.002347568,0.0211959,0.1433886,0.001402565,0.0007349422,0.00003518861,0.0002711469,0.1115594],"genre_scores_gemma":[0.994393,0.0004043099,0.002467637,0.001621013,0.00006974283,0.00007515869,0.000005993394,0.00002158438,0.0009415539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03636751,"threshold_uncertainty_score":0.192332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1827782846198712,"score_gpt":0.4478805202884562,"score_spread":0.265102235668585,"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."}}