{"id":"W2982394805","doi":"10.3390/safety5040076","title":"Safety of Machinery: Significant Differences in Two Widely Used International Standards for the Design of Safety-Related Control Systems","year":2019,"lang":"en","type":"article","venue":"Safety","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail; Polytechnique Montréal","funders":"","keywords":"Risk analysis (engineering); Hazardous waste; Hazard; Reliability (semiconductor); Engineering; Safety standards; System safety; Hazard analysis; Control (management); Reliability engineering; Functional safety; Transport engineering; Computer science; Business","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":[0.01608218,0.0005075911,0.0004471377,0.002675071,0.001055439,0.00535629,0.001537308,0.001589838,0.002529792],"category_scores_gemma":[0.0393718,0.0003111802,0.0008336116,0.002189307,0.003824262,0.002976813,0.002366143,0.002318117,0.0009763337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003678184,"about_ca_system_score_gemma":0.004114213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002578713,"about_ca_topic_score_gemma":0.002853198,"domain_scores_codex":[0.9661175,0.007923511,0.003754038,0.00268338,0.01819579,0.001325737],"domain_scores_gemma":[0.9528061,0.01490507,0.005165171,0.006084812,0.02014543,0.0008933187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004392156,0.0004814448,0.04018654,0.001192021,0.0001467605,0.0002318687,0.01081778,0.007079644,0.02588662,0.5754014,0.007222269,0.3309145],"study_design_scores_gemma":[0.0001441208,0.002814674,0.2281945,0.00282462,0.0004045084,0.001384411,0.01197778,0.01464514,0.06370414,0.2221239,0.4513705,0.0004116657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.2350318,0.01382797,0.367514,0.008681669,0.0019634,0.0005045556,0.0006002301,0.0007265683,0.3711499],"genre_scores_gemma":[0.8759898,0.00444702,0.0998522,0.001636303,0.0003058577,0.0004693973,0.0008882724,0.0003238484,0.01608724],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01608218,"threshold_uncertainty_score":0.08505172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06758767714257162,"score_gpt":0.4353910414396103,"score_spread":0.3678033642970387,"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."}}