{"id":"W4313039404","doi":"10.1115/pvp2022-85641","title":"Leak Testing When Revising Operating, Upset, and Design Pressures in Pressure Piping","year":2022,"lang":"en","type":"article","venue":"Volume 2: Computer Technology and Bolted Joints; Design and Analysis","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Syncrude (Canada)","funders":"","keywords":"Piping; Overpressure; Upset; Engineering; Leak; Hydrostatic test; Documentation; Reliability engineering; Cabin pressurization; Computer science; Mechanical engineering; Physics; Operating system","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":[0.0007566783,0.0002988851,0.0007046341,0.001412235,0.000599549,0.000158197,0.0002237047,0.0002403355,0.00009132064],"category_scores_gemma":[0.0001061339,0.0002837998,0.00008688508,0.002100134,0.0002235641,0.0001852603,0.0003163884,0.0008217772,8.358207e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003155821,"about_ca_system_score_gemma":0.00001535873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001683111,"about_ca_topic_score_gemma":0.00002782093,"domain_scores_codex":[0.9980881,0.0003126475,0.0004784021,0.0005926812,0.0001609358,0.0003672322],"domain_scores_gemma":[0.9992393,0.0002464364,0.00008743389,0.0002873967,0.00006356703,0.00007584085],"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":[0.00002900694,0.00005407673,0.06001415,0.0002510979,0.002549573,0.00006788427,0.001106532,0.8606868,0.005563025,0.0003523205,0.0009549165,0.06837062],"study_design_scores_gemma":[0.0002982657,0.0001147961,0.004625141,0.00006521038,0.0009390964,0.00006625262,0.0001785199,0.9904689,0.0003843375,0.001712322,0.0008023127,0.0003448418],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1672086,0.01184272,0.8191352,0.0006676194,0.00008315916,0.0004305385,0.00001499129,0.0005696534,0.00004759093],"genre_scores_gemma":[0.903819,0.0002144808,0.09563901,0.00007994486,0.00003129744,0.00003879977,0.00001021288,0.00002132667,0.000145975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7366104,"threshold_uncertainty_score":0.9999614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01724428243318519,"score_gpt":0.2088917764475686,"score_spread":0.1916474940143834,"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."}}