{"id":"W2558063632","doi":"10.1115/pvp2016-63138","title":"Risk Based Inspection Planning for Deteriorating Pressure Vessels","year":2016,"lang":"en","type":"article","venue":"","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Shutdown; Pressure vessel; Reliability engineering; Schedule; Planned maintenance; Engineering; Computer science; Failure mode and effects analysis; Risk analysis (engineering); Mechanical engineering; Nuclear engineering; 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":[0.001887984,0.001199017,0.001201821,0.001167607,0.0006553608,0.001760207,0.001278551,0.001452136,0.004801515],"category_scores_gemma":[0.00356427,0.001260462,0.0008982954,0.0007675586,0.0009424502,0.00107095,0.001058173,0.001344419,0.0003010523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002167879,"about_ca_system_score_gemma":0.002679714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01562249,"about_ca_topic_score_gemma":0.01058472,"domain_scores_codex":[0.9988838,0.0004380803,0.00003894918,0.000204135,0.0001835389,0.0002516059],"domain_scores_gemma":[0.997591,0.001464851,0.0003087854,0.00004676987,0.000338333,0.0002502226],"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":[0.00006447782,0.00003283205,0.0005078965,0.00002527565,0.00001068432,0.0001432275,0.00004799716,0.9931701,0.0006542198,0.001570094,0.0001751212,0.003597951],"study_design_scores_gemma":[0.000007512144,0.0000544059,0.0002648571,0.000005592046,0.00000815868,0.00001279643,0.00003540516,0.997861,0.0002961768,0.001288978,0.00015769,0.000007501434],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2617891,0.000526145,0.7258718,0.0005579071,0.00004681059,0.000436795,0.000317819,0.0005154737,0.009938147],"genre_scores_gemma":[0.9332905,0.0002526745,0.0616425,0.00003944728,0.00001307452,0.0001854707,0.0001949657,0.00004690211,0.004334433],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01562249,"threshold_uncertainty_score":0.03106314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123758406275293,"score_gpt":0.237873399036056,"score_spread":0.2254975584085267,"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."}}