{"id":"W2065623695","doi":"10.1002/cjce.20064","title":"Risk based decision‐making in plant design","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Operability; Fault tree analysis; Risk analysis (engineering); Simple (philosophy); Identification (biology); Computer science; Accident (philosophy); Reliability engineering; Engineering; Business","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":[0.01050136,0.001447926,0.001476093,0.001880698,0.0009474389,0.003911339,0.001497636,0.001744355,0.004157533],"category_scores_gemma":[0.01355749,0.0008591306,0.001097139,0.001216733,0.002993139,0.002395724,0.001771165,0.00187423,0.0002849751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004305762,"about_ca_system_score_gemma":0.003629947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005134225,"about_ca_topic_score_gemma":0.004260087,"domain_scores_codex":[0.9917063,0.005440383,0.0003142398,0.0005935045,0.001388043,0.0005575823],"domain_scores_gemma":[0.9856055,0.01181453,0.0007893589,0.0003442713,0.001088642,0.0003576818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001609524,0.00007009249,0.0005001134,0.0001391946,0.00008400789,0.0001495556,0.0002133333,0.8742658,0.0007580602,0.09738944,0.0004477378,0.02582167],"study_design_scores_gemma":[0.00004235886,0.0001077126,0.000223903,0.0000525521,0.00004052231,0.00003491126,0.0001216924,0.7992055,0.0008186531,0.1977496,0.001572156,0.00003045395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06947684,0.000853247,0.9129782,0.001533222,0.00005992259,0.0002391086,0.0001043095,0.0001517307,0.01460354],"genre_scores_gemma":[0.8674851,0.0004506665,0.1299403,0.00008223183,0.00004632264,0.0001490558,0.00007988224,0.00003089802,0.001735419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01050136,"threshold_uncertainty_score":0.05553716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04921859776314693,"score_gpt":0.2691034337220926,"score_spread":0.2198848359589456,"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."}}