{"id":"W2136773054","doi":"10.1002/cjce.20555","title":"Robust distributed model predictive control: A review and recent developments","year":2011,"lang":"en","type":"review","venue":"The Canadian Journal of Chemical Engineering","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Robustness (evolution); Computer science; Model predictive control; Mathematical optimization; Control (management); Artificial intelligence; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000935709,0.0008994168,0.001710479,0.001463123,0.0002159673,0.001218291,0.001284829,0.001140154,0.002025182],"category_scores_gemma":[0.0013595,0.0006387925,0.0006381195,0.003240631,0.0004840705,0.001344575,0.0006953004,0.001081081,0.001138295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004680038,"about_ca_system_score_gemma":0.0008072839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001304134,"about_ca_topic_score_gemma":0.0007944382,"domain_scores_codex":[0.9996383,0.00005930239,0.00004657766,0.00008673436,0.0001460312,0.00002308706],"domain_scores_gemma":[0.9992496,0.0004109107,0.00007609004,0.00002859083,0.0002133923,0.00002140548],"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":[0.00009663319,0.000116427,0.0002496734,0.01389743,0.0002051199,0.0002306917,0.00006746071,0.01271228,0.002144211,0.01267419,0.008235815,0.9493701],"study_design_scores_gemma":[0.00006025554,0.0007721916,0.001511336,0.004731104,0.0004708147,0.001906191,0.0001429643,0.02595374,0.00572631,0.01499233,0.9435641,0.0001688069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005510407,0.988107,0.008597258,0.0002294452,0.0001869184,0.00001072324,0.00001819667,0.00003517821,0.00226425],"genre_scores_gemma":[0.00969964,0.9839309,0.004672307,0.0001432537,0.0005380249,0.0000241319,0.0000640777,0.00001045536,0.0009172524],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002025182,"threshold_uncertainty_score":0.006774902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02502046211255663,"score_gpt":0.2086675617148783,"score_spread":0.1836470996023217,"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."}}