{"id":"W2257740421","doi":"","title":"The MMPI-2 as a tool for preventing police misconduct: A Victoria (Australia) police study","year":2002,"lang":"en","type":"article","venue":"Griffith Research Online (Griffith University, Queensland, Australia)","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformational leadership; Misconduct; Shared leadership; Public relations; Police science; Context (archaeology); Transactional leadership; Ethical leadership; Leadership studies; Relevance (law); Leadership style; Psychology; Sociology; Political science; Criminology; Criminal justice; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004261513,0.0004323152,0.0004781776,0.0005466615,0.006071351,0.0007447717,0.001899834,0.0004044985,0.0009132441],"category_scores_gemma":[0.0007971391,0.0003851354,0.0003223279,0.002007854,0.00103176,0.0009789744,0.0003382731,0.001585936,0.0004908626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005491328,"about_ca_system_score_gemma":0.0004193129,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.552666,"about_ca_topic_score_gemma":0.529997,"domain_scores_codex":[0.9920554,0.002244078,0.0005878065,0.0009089342,0.0018749,0.002328883],"domain_scores_gemma":[0.9944102,0.002529622,0.0003451071,0.0009114902,0.001080553,0.000723093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001575944,0.006905776,0.1802447,0.0002715574,0.001414364,0.0001326664,0.3848427,0.0002188966,0.001134686,0.02564607,0.3928974,0.004715345],"study_design_scores_gemma":[0.002843223,0.00101722,0.07599706,0.0001082361,0.0002231369,0.00001855958,0.141566,0.00008094178,0.00001995768,0.0002368351,0.7771646,0.0007242477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775418,0.00002344306,0.000008303961,0.01233656,0.0005980887,0.002711599,0.0004418095,0.0001801285,0.006158261],"genre_scores_gemma":[0.7640058,0.000470156,0.0002358849,0.0000794648,0.002034367,0.00001845813,0.0000419286,0.00004338481,0.2330705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3842672,"threshold_uncertainty_score":0.9999382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3367281822315012,"score_gpt":0.4868915860231258,"score_spread":0.1501634037916245,"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."}}