{"id":"W2016251413","doi":"10.1350/ijps.6.1.1.34461","title":"The Four I's of Police Leadership: A Case Study Heuristic","year":2004,"lang":"en","type":"article","venue":"International Journal of Police Science & Management","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformational leadership; Psychology; Heuristic; Shared leadership; Social psychology; Transactional leadership; Computer science; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007887513,0.0006141256,0.0004089259,0.002152062,0.01257888,0.007536598,0.002368354,0.002292198,0.004050535],"category_scores_gemma":[0.01298997,0.0004964378,0.0005379649,0.002381918,0.02157102,0.008955569,0.005015081,0.00339744,0.0003349894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009218216,"about_ca_system_score_gemma":0.006859388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01497733,"about_ca_topic_score_gemma":0.03174818,"domain_scores_codex":[0.9852259,0.01201001,0.0002371743,0.0003996594,0.000987544,0.001139863],"domain_scores_gemma":[0.9920677,0.005377852,0.0005066099,0.0005312407,0.0006861475,0.000830438],"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":[0.0001223763,0.0002317008,0.006031943,0.0001915572,0.00001366659,0.003800471,0.2964746,0.0008979233,0.0005849689,0.6614009,0.00613795,0.02411186],"study_design_scores_gemma":[0.00009739956,0.0002563093,0.002913675,0.000466199,0.00003610292,0.002291996,0.6988997,0.004985466,0.001049756,0.1743366,0.1146067,0.00006019073],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4766681,0.001833691,0.09767714,0.0354895,0.0004076417,0.002020651,0.0001304449,0.0001189925,0.3856539],"genre_scores_gemma":[0.9618242,0.0005111696,0.02861172,0.0007586317,0.00002702852,0.0003951755,0.0000338456,0.00002182968,0.007816335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01497733,"threshold_uncertainty_score":0.06688315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2038303413362086,"score_gpt":0.5322019504258187,"score_spread":0.3283716090896101,"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."}}