{"id":"W2062484729","doi":"10.1109/imtc.1997.604013","title":"Model predictive controller design with process constraints and implicit economic criteria [gasoline blending]","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Control theory (sociology); PID controller; Open-loop controller; Computer science; Controller (irrigation); Profit (economics); Model predictive control; Process control; Control engineering; Process (computing); Engineering; Temperature control; Control (management); Artificial intelligence; Economics; Closed loop","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":[0.00006145809,0.0001866193,0.0002589815,0.00006414365,0.00004615107,0.00004206759,0.00006282029,0.00006308856,0.0001221109],"category_scores_gemma":[0.000008370313,0.0001604295,0.00001516689,0.00004006903,0.00005746967,0.0003307,0.000007189016,0.00007176429,0.00001336252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007701177,"about_ca_system_score_gemma":0.000009143555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001876748,"about_ca_topic_score_gemma":0.000002703551,"domain_scores_codex":[0.999261,0.0000133308,0.0002172657,0.0002134814,0.00005988606,0.0002350041],"domain_scores_gemma":[0.9996805,0.00004725029,0.00004087229,0.0001038231,0.00004142247,0.00008610798],"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":[0.00004348038,0.000006458967,0.0000510089,0.00002228084,0.00006475689,0.000001304663,0.0001673627,0.9973007,0.001149197,0.0003607641,0.0001943931,0.0006382745],"study_design_scores_gemma":[0.001895535,0.00006637938,0.00001910172,0.00002486191,0.00002547142,0.00003238742,0.00006520392,0.9969941,0.0003485244,0.0003336924,0.000007512454,0.0001872561],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006505741,0.0001403322,0.9836802,0.00003020176,0.00004171781,0.0005963223,0.00002654947,0.0003501046,0.008628754],"genre_scores_gemma":[0.9840831,0.00003759888,0.01543854,0.00003248063,0.00004939562,0.0001193232,0.000002632838,0.00004431417,0.0001926832],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9775773,"threshold_uncertainty_score":0.6542127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145415507541436,"score_gpt":0.2212096059748869,"score_spread":0.2066680552207433,"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."}}