{"id":"W2884395213","doi":"10.1007/s11896-018-9287-8","title":"Measuring Police Integrity: Futile Exercise or Worthwhile Effort in Personnel Management? Revisiting Survey Data from Two Previous Studies in Order to Assess the Psychometric Qualities of the Klockars Questionnaire","year":2018,"lang":"en","type":"article","venue":"Journal of Police and Criminal Psychology","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Legal psychology; Psychology; Applied psychology; Order (exchange); Psychometrics; Social psychology; Clinical psychology; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005005503,0.0001307354,0.0003684363,0.0004077408,0.0003487193,0.0000666399,0.0008693784,0.00007340671,0.00004306762],"category_scores_gemma":[0.0009269969,0.00007961331,0.00004110061,0.001762653,0.0004485229,0.0003836488,0.0002072412,0.0004258535,0.000004393042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006801286,"about_ca_system_score_gemma":0.00011436,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3142496,"about_ca_topic_score_gemma":0.50077,"domain_scores_codex":[0.997455,0.001057507,0.000599848,0.0002303213,0.0003434687,0.0003138669],"domain_scores_gemma":[0.9979923,0.0006383396,0.0004571846,0.0004188127,0.0004108371,0.00008255988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006027131,0.000167638,0.3254487,0.0001210756,0.000134701,0.000003647913,0.6316243,0.00001248933,0.0000280478,0.0002514241,0.002866889,0.03873841],"study_design_scores_gemma":[0.0004482899,0.00009763679,0.7342301,0.0009118692,0.0001260685,0.00002158414,0.2627833,0.00001096678,0.000001816565,0.0001312135,0.001138336,0.00009883582],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945046,0.0008203661,0.00005079622,0.002564173,0.0005521861,0.0001998954,0.00002623028,0.000004791023,0.001277011],"genre_scores_gemma":[0.9929416,0.004813288,0.0003221366,0.0009773261,0.0007869543,0.000005025833,0.000001319294,0.000009325386,0.0001429796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4087814,"threshold_uncertainty_score":0.6903168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5400152516919066,"score_gpt":0.5372381250241968,"score_spread":0.002777126667709795,"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."}}