{"id":"W4386982266","doi":"10.1108/sl-08-2023-0086","title":"Auditing safety leadership: three railroad catastrophes","year":2023,"lang":"en","type":"article","venue":"Strategy and Leadership","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Audit; Originality; Business; Accounting; Internal audit; Public relations; Psychology; Political science; Creativity","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":[0.00983402,0.0004209134,0.0002575871,0.001592407,0.003492303,0.002409572,0.0007117253,0.001381613,0.002579495],"category_scores_gemma":[0.0339318,0.0003182986,0.0006702419,0.000898803,0.003025805,0.001811294,0.003739706,0.002341381,0.0002217104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004019977,"about_ca_system_score_gemma":0.003472101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007680819,"about_ca_topic_score_gemma":0.01351621,"domain_scores_codex":[0.9910992,0.004287374,0.0006361034,0.0005774557,0.002524986,0.0008749655],"domain_scores_gemma":[0.9696966,0.01119479,0.007835912,0.003688821,0.006404796,0.001178995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00101912,0.001427505,0.4769328,0.001285628,0.0001641031,0.003615174,0.1093239,0.00469935,0.009878087,0.01812952,0.02044598,0.3530789],"study_design_scores_gemma":[0.0001012901,0.001897148,0.794458,0.001448844,0.0001448551,0.003164653,0.122845,0.008979973,0.01504294,0.01276284,0.03887196,0.0002825494],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669682,0.0005287784,0.007530468,0.007496171,0.0002753921,0.0005350272,0.0001231998,0.0002263264,0.01631637],"genre_scores_gemma":[0.9954104,0.0002259181,0.002530417,0.0005383898,0.00003900655,0.00008169924,0.00004541081,0.00001253843,0.001116251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00983402,"threshold_uncertainty_score":0.05200791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5210075705468052,"score_gpt":0.4670975230205009,"score_spread":0.05391004752630435,"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."}}