{"id":"W3111200915","doi":"10.1002/cjce.23987","title":"The role of inherently safer design in process safety","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Newfoundland and Labrador Centre for Applied Health Research; Memorial University of Newfoundland; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"SAFER; Risk analysis (engineering); Inherent safety; Process (computing); Domino; Process safety; Domino effect; Safety assurance; Process management; Hazard and operability study; Moderation; Computer science; Engineering; Computer security; Operations management; Work in process; Business; Reliability engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001675132,0.0000796541,0.0002423007,0.0001000955,0.00006349407,0.00006683149,0.0009769932,0.00004569143,0.0000510818],"category_scores_gemma":[0.003111171,0.000041344,0.0001220817,0.0007885179,0.0000726076,0.0001010717,0.00001684818,0.0003407748,0.000005868584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006276099,"about_ca_system_score_gemma":0.0004167785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003047046,"about_ca_topic_score_gemma":0.0003913291,"domain_scores_codex":[0.9984878,0.0000629549,0.0006647822,0.00008368537,0.0004957429,0.0002049882],"domain_scores_gemma":[0.9982869,0.0008560711,0.000185832,0.0001534588,0.0001941777,0.000323566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002110467,0.000009960261,0.002946052,0.000009167768,0.0001127384,0.00003830712,0.00562543,0.9109603,0.02338852,0.001727253,0.0005734724,0.05439776],"study_design_scores_gemma":[0.001360635,0.0001618202,0.003423681,0.0002004105,0.0001288869,0.0001057731,0.002924993,0.6559714,0.2347775,0.06336015,0.03701916,0.0005656612],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9185945,0.007269692,0.02470677,0.04703513,0.0003024217,0.0003202205,0.00001599466,0.0000131014,0.001742133],"genre_scores_gemma":[0.9995933,0.00001476884,0.0002269139,0.00007235049,0.00007714594,7.167275e-7,1.175371e-7,0.000006361888,0.000008327437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2549889,"threshold_uncertainty_score":0.3724586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03601084670152595,"score_gpt":0.2659486959792688,"score_spread":0.2299378492777428,"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."}}