{"id":"W2478200858","doi":"10.2495/safe-v6-n2-310-320","title":"Emerging tools for evaluating safety management systems effectiveness","year":2016,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk analysis (engineering); Computer science; Occupational safety and health; Engineering; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01828094,0.003428424,0.001520079,0.02531349,0.0007692373,0.006508437,0.001424641,0.00129195,0.007648642],"category_scores_gemma":[0.07538684,0.0004912419,0.002403544,0.01308923,0.001930017,0.006858336,0.0025037,0.001869062,0.001084432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003741379,"about_ca_system_score_gemma":0.001799301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002226883,"about_ca_topic_score_gemma":0.00146836,"domain_scores_codex":[0.974615,0.01235614,0.002498439,0.001278492,0.008668143,0.0005837217],"domain_scores_gemma":[0.923425,0.05986469,0.007228241,0.002328731,0.006623051,0.0005303344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004525777,0.0009487068,0.06543694,0.003222044,0.001724107,0.0002879196,0.00198414,0.1397609,0.003606081,0.2386019,0.007445335,0.5365294],"study_design_scores_gemma":[0.0001760417,0.003153004,0.07360586,0.002930225,0.0007915457,0.0006046175,0.00728611,0.6158407,0.01134797,0.239537,0.04435528,0.0003716538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.1535143,0.005465028,0.7298358,0.001556593,0.000307248,0.001625074,0.004170182,0.001689512,0.1018363],"genre_scores_gemma":[0.7515503,0.002205514,0.2400092,0.000206798,0.0001463665,0.00184585,0.001663788,0.0001315244,0.002240642],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02531349,"threshold_uncertainty_score":0.09667999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05288125284212114,"score_gpt":0.4445636772517578,"score_spread":0.3916824244096367,"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."}}