{"id":"W2107476874","doi":"10.1109/isic.1990.128497","title":"An expert system for monitoring the status of control systems","year":2002,"lang":"en","type":"article","venue":"","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Expert system; Computer science; Autoregressive model; Inference; Knowledge base; Heuristic; Stability (learning theory); State (computer science); Artificial intelligence; Machine learning; Control (management); Inference engine; Data mining; Algorithm; Mathematics; Statistics","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":[0.002163062,0.0007683995,0.0006751473,0.001222584,0.0005354342,0.001645923,0.001833714,0.001372582,0.01025147],"category_scores_gemma":[0.0062401,0.0004140113,0.0003568473,0.0006157491,0.000340656,0.001605584,0.0007981281,0.001046715,0.00307481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006872267,"about_ca_system_score_gemma":0.001362338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002809712,"about_ca_topic_score_gemma":0.003242158,"domain_scores_codex":[0.9987741,0.0003635495,0.0001327205,0.0003039132,0.0003504728,0.00007515524],"domain_scores_gemma":[0.9975265,0.001029187,0.0001349653,0.0004267421,0.0007489392,0.0001337065],"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":[0.0008032339,0.0004034206,0.002078348,0.0007207535,0.0001321676,0.001069809,0.0006938115,0.06495242,0.04586401,0.02640232,0.04737707,0.8095027],"study_design_scores_gemma":[0.0002895719,0.0002211864,0.001770893,0.0001371532,0.0001433262,0.0008260684,0.0001230511,0.8784071,0.03185377,0.01641471,0.06971663,0.00009653799],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006661508,0.0001671001,0.9633144,0.0001902169,0.00006094163,0.0003487389,0.0005121571,0.02349538,0.0052496],"genre_scores_gemma":[0.1361951,0.0002115696,0.8532711,0.0002079257,0.00005162366,0.0004445701,0.001254363,0.0003652058,0.007998516],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01025147,"threshold_uncertainty_score":0.03429455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511476220138351,"score_gpt":0.2290229558650251,"score_spread":0.2139081936636416,"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."}}