{"id":"W4285718212","doi":"10.1007/978-1-4471-5102-9_246-2","title":"Controller Performance Monitoring","year":2020,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Systems and Control","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Controller (irrigation); Reliability engineering; Engineering; Process control; Process (computing); Advanced process control; Control engineering; Computer science","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":[0.0004282695,0.001294977,0.0007218757,0.001366024,0.0005545174,0.002135629,0.001468838,0.0008634354,0.0307832],"category_scores_gemma":[0.001274006,0.0003446208,0.0002766204,0.0007917435,0.0003296637,0.001128554,0.0007602575,0.0009819275,0.01596057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007060969,"about_ca_system_score_gemma":0.000736411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001737767,"about_ca_topic_score_gemma":0.001758564,"domain_scores_codex":[0.9991986,0.0000470952,0.00002282073,0.000199462,0.0004754855,0.00005642678],"domain_scores_gemma":[0.9992647,0.0001324464,0.0000631659,0.0001727421,0.0003399993,0.00002698337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003232011,0.0001247746,0.00055912,0.0003332898,0.00002894238,0.00008062593,0.00006999012,0.01525698,0.04653035,0.00899902,0.05159381,0.8760999],"study_design_scores_gemma":[0.00009375689,0.000772265,0.006089427,0.0003695237,0.0001283119,0.0006562102,0.0001056516,0.4035766,0.2499637,0.02115657,0.3169118,0.0001762214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01552891,0.005847932,0.6310846,0.0007119129,0.001335023,0.0004189926,0.002276049,0.03542199,0.3073746],"genre_scores_gemma":[0.517684,0.004504541,0.1249396,0.001034581,0.0007792109,0.0004089162,0.005504928,0.002225412,0.3429188],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0307832,"threshold_uncertainty_score":0.1029801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006746902446459673,"score_gpt":0.1783762964977711,"score_spread":0.1716293940513114,"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."}}