{"id":"W2051913506","doi":"10.1109/tie.2015.2402112","title":"Fault Detection and Diagnosis of Multiple-Model Systems With Mismodeled Transition Probabilities","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Alberta Innovates - Technology Futures","keywords":"Algorithm; Fault detection and isolation; Computer science; Kalman filter; Artificial intelligence; Mathematics","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":[0.001360416,0.001046004,0.001200384,0.0008157767,0.0004815884,0.001002126,0.001380406,0.001132254,0.0007671813],"category_scores_gemma":[0.004899771,0.0005155907,0.0009984376,0.0005265192,0.0005996996,0.001555478,0.001050322,0.001386061,0.0002574673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008527666,"about_ca_system_score_gemma":0.00110151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004854694,"about_ca_topic_score_gemma":0.003769163,"domain_scores_codex":[0.9988293,0.0002469287,0.00007054097,0.0003404734,0.0004062528,0.00010653],"domain_scores_gemma":[0.9979406,0.001210935,0.0003155079,0.0002173583,0.0002680292,0.00004758381],"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":[0.0001993987,0.00007927426,0.003532227,0.0001584948,0.00008674584,0.0002473987,0.0001954087,0.8065702,0.008027898,0.01305966,0.0006600248,0.1671833],"study_design_scores_gemma":[0.000006912442,0.00002776617,0.000304581,0.000004771197,0.00001041132,0.00005072841,0.000008552332,0.9942425,0.001778893,0.003124725,0.0004309602,0.000009183927],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009708201,0.00008976742,0.9893063,0.00008694269,0.00002259775,0.00001374626,0.00001989052,0.0004555143,0.0002970434],"genre_scores_gemma":[0.6892837,0.0002419409,0.3087823,0.0001198615,0.00005683068,0.00006809037,0.0001510827,0.00007008784,0.001226038],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004854694,"threshold_uncertainty_score":0.009652853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02699996658095999,"score_gpt":0.2105988932522007,"score_spread":0.1835989266712407,"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."}}