{"id":"W4392370783","doi":"10.1002/net.22215","title":"New approximations for network reliability","year":2024,"lang":"en","type":"article","venue":"Networks","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reliability (semiconductor); Computer science; Mathematical optimization; Mathematics; Physics","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":[0.004072754,0.001051198,0.000960524,0.002173354,0.0006316509,0.00144515,0.002747714,0.001486824,0.003257713],"category_scores_gemma":[0.02964923,0.0006860929,0.001244979,0.001273211,0.002091431,0.003953931,0.001658413,0.003774493,0.0009405616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002544257,"about_ca_system_score_gemma":0.001198756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005112934,"about_ca_topic_score_gemma":0.00293285,"domain_scores_codex":[0.9975816,0.0008599718,0.00007770579,0.0003411437,0.0009128264,0.0002267173],"domain_scores_gemma":[0.987084,0.008263817,0.000930974,0.002055538,0.001424854,0.0002407892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004991517,0.00003294029,0.0009382048,0.00006663342,0.00002797217,0.00008514964,0.0001386851,0.8499057,0.00153214,0.1308493,0.001661519,0.01471187],"study_design_scores_gemma":[0.000003962429,0.000009384476,0.0001379084,0.00001349957,0.000004348342,0.00003531829,0.00001055683,0.9719775,0.0003548905,0.02632809,0.001116343,0.000008309985],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01004581,0.0003996371,0.9853093,0.0002247288,0.00008180208,0.00003321572,0.00006700367,0.0003553609,0.003483171],"genre_scores_gemma":[0.6836165,0.001812215,0.3033158,0.0003956851,0.0003417153,0.0004105686,0.0004323694,0.0005540769,0.009121059],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005112934,"threshold_uncertainty_score":0.02153903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005889379222958262,"score_gpt":0.2123280333768972,"score_spread":0.2064386541539389,"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."}}