{"id":"W2469986907","doi":"10.1002/prs.11831","title":"Beyond HAZOP and LOPA: Four different company approaches","year":2016,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bishop's University","funders":"","keywords":"Hazard and operability study; Fault tree analysis; Process safety; Engineering; Risk analysis (engineering); Process (computing); Reliability engineering; Hazard analysis; Event tree; Hazard; Process safety management; Operability; Failure mode and effects analysis; Risk assessment; Safety instrumented system; Work in process; Computer science; Operations management; Hazardous waste; Computer security; 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":[0.02077923,0.003348577,0.001345318,0.01206105,0.005280402,0.02622688,0.005586141,0.008497922,0.01053187],"category_scores_gemma":[0.01930933,0.001467075,0.002740897,0.007558703,0.01966612,0.02658924,0.01315373,0.01252009,0.005126275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01804116,"about_ca_system_score_gemma":0.01696527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01409507,"about_ca_topic_score_gemma":0.01442558,"domain_scores_codex":[0.972419,0.008836167,0.001368788,0.00374691,0.01190188,0.001727273],"domain_scores_gemma":[0.980653,0.005713885,0.001425959,0.002610503,0.007967977,0.001628595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001368961,0.0001529124,0.001903221,0.001082406,0.00008431983,0.000321239,0.006163728,0.001137521,0.000957531,0.7536933,0.0288809,0.2054861],"study_design_scores_gemma":[0.00008198652,0.0003634196,0.004282718,0.002295144,0.0001662172,0.0006112179,0.01184285,0.005813457,0.002549269,0.5092748,0.462433,0.0002859638],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01353449,0.04168037,0.4754973,0.08583163,0.002344354,0.001706905,0.0005460862,0.001350224,0.3775086],"genre_scores_gemma":[0.2876348,0.03192985,0.4551029,0.04114487,0.002213358,0.003333278,0.0005714306,0.0015475,0.1765219],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02622688,"threshold_uncertainty_score":0.1308984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1186352251382768,"score_gpt":0.3413681983403117,"score_spread":0.2227329732020349,"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."}}