{"id":"W2505033292","doi":"10.1002/9781119198048.ch21","title":"Life or Death Leadership","year":2012,"lang":"en","type":"other","venue":"","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Safety culture; Front line; Process safety; Key (lock); Process (computing); Occupational safety and health; Business; Public relations; Effective safety training; Engineering; Operations management; Computer security; Management; Medicine; Work in process; Political science; Computer science; Nursing; Public health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003067919,0.0005629913,0.0003565022,0.0007551943,0.00694059,0.004978605,0.0009842034,0.001655654,0.08076154],"category_scores_gemma":[0.01089583,0.0001606988,0.000377488,0.0005461013,0.004887193,0.003347328,0.006240679,0.00391815,0.02618645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002955665,"about_ca_system_score_gemma":0.007119767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003196859,"about_ca_topic_score_gemma":0.008835208,"domain_scores_codex":[0.9954281,0.001648005,0.0001143951,0.0003650355,0.0012967,0.001147795],"domain_scores_gemma":[0.9882185,0.0009315353,0.0005734307,0.0006986642,0.002365074,0.00721274],"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":[0.00004018785,0.000086484,0.001189567,0.0001408387,0.000006269207,0.0001995658,0.005778545,0.00001830312,0.0001543677,0.05196926,0.8537893,0.08662736],"study_design_scores_gemma":[0.0000065728,0.00005292024,0.0006567838,0.0001345738,0.000001696108,0.000195543,0.004802467,0.00001128295,0.00005772495,0.004485769,0.9895889,0.000005902725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009433156,0.01035858,0.002303872,0.1720513,0.02849034,0.0001283835,0.0003581467,0.0003798958,0.7764963],"genre_scores_gemma":[0.1311418,0.007191894,0.001541027,0.09216022,0.005126835,0.0001754053,0.0003449341,0.0002738746,0.7620441],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08076154,"threshold_uncertainty_score":0.2701743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5883693072211933,"score_gpt":0.5670904683216583,"score_spread":0.02127883889953497,"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."}}