{"id":"W2116269485","doi":"10.1109/cdc.2005.1582521","title":"Reliability Modeling of Fault Tolerant Control Systems","year":2006,"lang":"en","type":"article","venue":"","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Markov process; FTCS scheme; Markov chain; Computer science; Reliability (semiconductor); Fault detection and isolation; Process (computing); Reliability engineering; Markov model; Kernel (algebra); Fault tolerance; Engineering; Mathematics; Machine learning; Artificial intelligence; Statistics; Differential equation; Actuator","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001792137,0.0001010818,0.0002488418,0.00004431012,0.00002170962,0.00001905966,0.00006726135,0.00007104624,0.0000180074],"category_scores_gemma":[0.000008724828,0.00008461271,0.0000744397,0.00008048696,0.00000942035,0.00006191582,0.000003227521,0.00006821017,0.00002290896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004057776,"about_ca_system_score_gemma":0.000005638045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001667361,"about_ca_topic_score_gemma":0.00005058612,"domain_scores_codex":[0.9991521,0.00002596725,0.0004153252,0.0001088905,0.0001455766,0.0001521957],"domain_scores_gemma":[0.9996442,0.00002774734,0.00002456473,0.0002025686,0.00006875034,0.00003213157],"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":[0.000008035143,0.00001006814,0.00007631811,0.00007444142,0.00001205635,5.031798e-7,0.000009978462,0.9889004,0.009966066,0.0005960318,0.0002380623,0.0001080548],"study_design_scores_gemma":[0.0006330695,0.00001243848,0.00006044628,0.00001831065,0.000008347297,0.000003937794,0.00006919651,0.9972301,0.0003526864,0.00004430956,0.001471053,0.0000961055],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5137198,0.0008298412,0.4352736,0.00002049119,0.001063833,0.0004248401,0.00001418568,0.0006956758,0.04795773],"genre_scores_gemma":[0.9994301,0.000002202268,0.00004686955,0.00000714609,0.0001125238,0.00003074398,0.000001301668,0.00001511662,0.0003540558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4857102,"threshold_uncertainty_score":0.3450406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005416088559662718,"score_gpt":0.1865055418124044,"score_spread":0.1810894532527417,"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."}}