{"id":"W2076133331","doi":"10.1016/j.ress.2014.07.025","title":"Relevance of control theory to design and maintenance problems in time-variant reliability: The case of stochastic viability","year":2014,"lang":"en","type":"article","venue":"Reliability Engineering & System Safety","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Reliability (semiconductor); Mathematical optimization; Set (abstract data type); Computer science; Reliability theory; Relevance (law); Markov process; Stochastic process; Reliability engineering; Mathematics; Engineering; Statistics; Failure rate","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004360875,0.00105957,0.001547967,0.001077937,0.00084478,0.003142964,0.001543489,0.002644907,0.0026173],"category_scores_gemma":[0.01723554,0.0006155282,0.001515384,0.0007417723,0.005239035,0.0038957,0.001623374,0.002960646,0.0001209411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001913058,"about_ca_system_score_gemma":0.001946175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003559709,"about_ca_topic_score_gemma":0.00183191,"domain_scores_codex":[0.9981122,0.001044262,0.00006697264,0.0002576359,0.0003485151,0.0001704455],"domain_scores_gemma":[0.9878343,0.01031246,0.0005640888,0.000333995,0.0006705828,0.0002845734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001920699,0.00002934276,0.000247267,0.00005947281,0.00003299064,0.00008488246,0.00005212651,0.1673717,0.0002572529,0.8271651,0.0007037751,0.003976817],"study_design_scores_gemma":[0.00001461289,0.00002258965,0.0001327236,0.00001844473,0.00001045247,0.00002468029,0.00002644896,0.3965318,0.00007747797,0.6025901,0.0005371218,0.00001354658],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04428172,0.002403248,0.9182662,0.008403941,0.0003606073,0.00003916317,0.00007871682,0.00005019538,0.02611617],"genre_scores_gemma":[0.9650176,0.001773149,0.02559457,0.0005014183,0.0007033884,0.0000867574,0.00005403611,0.00004872078,0.006220441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004360875,"threshold_uncertainty_score":0.02306277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003072803251184635,"score_gpt":0.1693172500791967,"score_spread":0.1662444468280121,"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."}}