{"id":"W2023279702","doi":"10.5942/jawwa.2014.106.0075","title":"Water distribution system reliability under simultaneous multicomponent failure scenario","year":2014,"lang":"en","type":"article","venue":"American Water Works Association","topic":"Water Systems and Optimization","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Reliability (semiconductor); Reliability engineering; Computer science; Sensitivity (control systems); 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":[0.001682062,0.0005576975,0.0006378994,0.0006482392,0.0003959491,0.000544651,0.0004821327,0.0006687912,0.0006013881],"category_scores_gemma":[0.003888829,0.0002928924,0.0005688074,0.000512038,0.0006977979,0.0009731826,0.0005181864,0.0005831334,0.00007989867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001247379,"about_ca_system_score_gemma":0.0007188356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01669914,"about_ca_topic_score_gemma":0.008270025,"domain_scores_codex":[0.9992952,0.0002487671,0.00002922337,0.0001315562,0.000119555,0.0001755906],"domain_scores_gemma":[0.9977204,0.001528822,0.0002907576,0.0001227804,0.0002714134,0.00006577357],"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":[0.0001218282,0.00002495748,0.004488403,0.00002272305,0.00001771059,0.0002215771,0.00005758647,0.9909739,0.001488439,0.0006072285,0.0001017858,0.001873954],"study_design_scores_gemma":[0.000007724335,0.0001058912,0.00311446,0.000002569226,0.00001309232,0.00003895088,0.00007042824,0.995329,0.0006536599,0.0006207664,0.00003628912,0.000007156129],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852444,0.00006639746,0.0133036,0.00009353126,0.000006677494,0.00002252219,0.00009059691,0.00005046692,0.001121857],"genre_scores_gemma":[0.9994265,0.00001564053,0.0004070521,0.000001957788,0.000001288214,0.00000439178,0.00001617678,0.000002489946,0.0001245628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01669914,"threshold_uncertainty_score":0.0332039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002159265554859133,"score_gpt":0.1619359704707313,"score_spread":0.1597767049158721,"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."}}