{"id":"W3162441569","doi":"10.5555/1166433.1166434","title":"Model-based fault detection and identification","year":2006,"lang":"en","type":"article","venue":"Control and Intelligent Systems","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Computer science; Fault detection and isolation; Artificial intelligence; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005720832,0.0007325598,0.001218384,0.000715499,0.0002916624,0.001011927,0.001125085,0.001095565,0.001904806],"category_scores_gemma":[0.002122801,0.0002720508,0.0006798989,0.0005660712,0.0005799687,0.001348247,0.0008927134,0.001027338,0.001114822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005092361,"about_ca_system_score_gemma":0.0006758522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001428446,"about_ca_topic_score_gemma":0.001068211,"domain_scores_codex":[0.9992846,0.0001400548,0.00002584676,0.000154903,0.000318855,0.00007571303],"domain_scores_gemma":[0.9994017,0.0001908538,0.0000894305,0.0001711256,0.000129854,0.00001702464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002393386,0.0001487092,0.001033382,0.0004199332,0.0001551807,0.0001551566,0.0001074453,0.3737296,0.02907709,0.06802234,0.006447455,0.5204645],"study_design_scores_gemma":[0.00001502556,0.0001130742,0.0003237432,0.00002304139,0.00002487456,0.0001280316,0.00001313197,0.9667801,0.009696853,0.01800667,0.004854713,0.00002076731],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00466295,0.0008582339,0.9903819,0.0001654227,0.0000923316,0.00002253425,0.00005894323,0.001155511,0.002602097],"genre_scores_gemma":[0.766468,0.001637259,0.2237305,0.0002676014,0.0002015406,0.0001263869,0.0004868118,0.0001612777,0.006920687],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001904806,"threshold_uncertainty_score":0.006372213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00800876626046375,"score_gpt":0.1995053943679843,"score_spread":0.1914966281075205,"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."}}