{"id":"W150172349","doi":"10.1016/b978-0-444-53292-3.50037-7","title":"Risk Based Integrity Modeling of Gas Processing Facilities using Bayesian Analysis","year":2009,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Bayesian probability; Posterior probability; Stress corrosion cracking; Corrosion; Asset (computer security); Reliability engineering; Bayes' theorem; Computer science; Econometrics; Environmental science; Engineering; Materials science; Artificial intelligence; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004147089,0.0006708191,0.002320478,0.002416386,0.0004514636,0.0002997518,0.001199175,0.0005971973,0.0006749626],"category_scores_gemma":[0.0006547641,0.0005240914,0.002291081,0.0004577604,0.0003218364,0.0002047179,0.0001418401,0.00107503,0.00003243664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001519053,"about_ca_system_score_gemma":0.0005374937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000728634,"about_ca_topic_score_gemma":0.000626553,"domain_scores_codex":[0.9928861,0.0003131165,0.002481506,0.001220584,0.0026509,0.0004477737],"domain_scores_gemma":[0.9945654,0.0004917405,0.001835186,0.00159594,0.001283389,0.0002283644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003733257,0.000011964,0.0001373169,0.00003123656,0.0004699737,0.00001150004,0.0006716389,0.06010604,0.000004406366,0.0001419103,0.000004135275,0.9383726],"study_design_scores_gemma":[0.0001654967,0.00003830553,0.00001219895,0.0002577338,0.003166553,0.000002278299,0.0003717877,0.819045,0.00002111832,0.1508637,0.02548894,0.0005668916],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00143947,0.00203174,0.0904917,0.00009859452,0.00008619466,0.0003074151,0.000310474,0.000066425,0.905168],"genre_scores_gemma":[0.2516035,0.0002237919,0.01400001,0.00009349496,0.0001526321,0.000004733593,0.00003556027,0.00005509675,0.7338312],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9378057,"threshold_uncertainty_score":0.9997211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08428360143488527,"score_gpt":0.3360794028146603,"score_spread":0.251795801379775,"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."}}