{"id":"W2955889984","doi":"10.13016/urph-u0lj","title":"A SYSTEMS RELIABILITY APPROACH TO MODELING OPERATIONAL RISKS IN COMPLEX ENGINEERED SYSTEMS","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Army Corps of Engineers","keywords":"Reliability engineering; Reliability (semiconductor); Computer science; Systems engineering; Risk analysis (engineering); Engineering; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001843621,0.001582576,0.0009554401,0.001211094,0.0007333506,0.001766697,0.002038331,0.001889286,0.003843442],"category_scores_gemma":[0.004164506,0.0006790368,0.001415532,0.0009749997,0.001347308,0.001884895,0.001722078,0.002364324,0.0006712801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001506852,"about_ca_system_score_gemma":0.001780841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009600389,"about_ca_topic_score_gemma":0.005516801,"domain_scores_codex":[0.9991904,0.0004085435,0.00004216867,0.0001038796,0.0001854819,0.00006957188],"domain_scores_gemma":[0.9984797,0.001034672,0.0001469491,0.00007701551,0.0002007741,0.00006090058],"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":[0.000007868631,0.00002194865,0.0003604792,0.00004419852,0.00003164122,0.0000861692,0.0001175749,0.8505526,0.0003273836,0.1422952,0.0008933243,0.005261642],"study_design_scores_gemma":[0.000004831284,0.00001873412,0.00007954725,0.00001477531,0.00001048822,0.00002236308,0.00003300598,0.9468407,0.00005504483,0.05013955,0.002774156,0.00000692196],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009362146,0.001263763,0.9726221,0.001139314,0.0001275729,0.00008909216,0.0001828807,0.0002409474,0.0149722],"genre_scores_gemma":[0.6803131,0.0053869,0.2827703,0.0005481386,0.0007570176,0.001041243,0.0004339496,0.0003243552,0.02842502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009600389,"threshold_uncertainty_score":0.01908904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2375122993968741,"score_gpt":0.4137293874910825,"score_spread":0.1762170880942084,"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."}}