{"id":"W3126082874","doi":"10.1016/j.strusafe.2020.102073","title":"Subset simulation based approach for space-time-dependent system reliability analysis of corroding pipelines","year":2021,"lang":"en","type":"article","venue":"Structural Safety","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reliability (semiconductor); Pipeline transport; Reliability engineering; Computer science; Engineering; Physics; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002491216,0.0005049972,0.000904044,0.0005711543,0.000407461,0.0005121054,0.0007735659,0.0004746226,0.002885225],"category_scores_gemma":[0.0006814672,0.0004147405,0.0008726614,0.0003453726,0.0003415181,0.0004942771,0.000473701,0.0004459866,0.0003188505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003535112,"about_ca_system_score_gemma":0.0005948466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004053899,"about_ca_topic_score_gemma":0.003698638,"domain_scores_codex":[0.9998676,0.0000448102,0.000006790459,0.00001904994,0.00004306093,0.00001876131],"domain_scores_gemma":[0.9996678,0.0001544781,0.00003393095,0.00005028063,0.00007891386,0.00001467134],"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":[0.00002774748,0.00002180997,0.0004553882,0.00002410313,0.00002467769,0.00005514978,0.00002609388,0.9891874,0.00230883,0.002697615,0.0001354384,0.005035722],"study_design_scores_gemma":[9.231754e-7,0.00000937055,0.00005802434,0.000001176024,0.000003591384,0.000005817829,0.000003434471,0.9990871,0.0002521361,0.0004924896,0.00008506719,8.551765e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09268805,0.0001441959,0.9006182,0.00005895311,0.00002786219,0.00005510316,0.0001515987,0.0005759288,0.005680155],"genre_scores_gemma":[0.9233031,0.0001870351,0.0721721,0.00004112164,0.00001951666,0.0001351849,0.0003126627,0.0001436453,0.003685787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004053899,"threshold_uncertainty_score":0.009652019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221031862799079,"score_gpt":0.2438351398943618,"score_spread":0.231624821266371,"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."}}