{"id":"W2365101303","doi":"","title":"Pre Evaluation on Reliability of West-East Gas Transmission Pipeline","year":2005,"lang":"en","type":"article","venue":"","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Reliability (semiconductor); Reliability engineering; Pipeline (software); Engineering; Pipeline transport; Chart; Welding; Monte Carlo method; Quality (philosophy); Gas pipeline; Forensic engineering; Structural engineering; Petroleum engineering; Mechanical engineering; Statistics; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004390564,0.0001228398,0.0001876434,0.00006971965,0.00003206624,0.000007939429,0.0001046483,0.0001266055,0.003323611],"category_scores_gemma":[0.00009209006,0.0000881414,0.0001391459,0.0001956596,0.00004201179,0.0001156351,0.00000634871,0.0001953717,0.00004426174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009981612,"about_ca_system_score_gemma":0.00001438848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007228315,"about_ca_topic_score_gemma":0.0000670212,"domain_scores_codex":[0.9989644,0.00005432514,0.0003417233,0.000172602,0.0003409807,0.0001260118],"domain_scores_gemma":[0.999414,0.00006164781,0.00002500077,0.0002830917,0.0001551428,0.00006109416],"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":[0.00004319106,0.0000690797,0.0002471133,0.00009826256,0.00002068561,9.817146e-8,0.0003825604,0.7579679,0.007378821,0.0001385915,0.0009802775,0.2326734],"study_design_scores_gemma":[0.0002730391,0.00004508867,0.005795051,0.00004170271,0.00008003439,0.00000113764,0.00006424973,0.9436363,0.04566243,0.0008894643,0.003386099,0.0001254316],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971932,0.0001677899,0.008177632,0.001436816,0.0001030367,0.0002592189,0.000007594496,0.000173826,0.01774209],"genre_scores_gemma":[0.9968964,0.00006706812,0.002557356,0.00003204073,0.00008095182,0.00000744197,0.00001772007,0.00000938553,0.0003316085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.232548,"threshold_uncertainty_score":0.9975875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01581435022253605,"score_gpt":0.2619129276517635,"score_spread":0.2460985774292274,"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."}}