{"id":"W2800152533","doi":"10.3390/math6050065","title":"Economic Model Predictive Control with Zone Tracking","year":2018,"lang":"en","type":"article","venue":"Mathematics","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Tracking (education); Reachability; Exclusive economic zone; Model predictive control; Control theory (sociology); Mathematical optimization; Computer science; Stability (learning theory); Work zone; Steady state (chemistry); Work (physics); Control (management); Mathematics; Engineering; Artificial intelligence; Algorithm; Machine learning","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":[0.00006659465,0.0001181143,0.0001851383,0.00003710427,0.00003898321,0.00002469571,0.00007847325,0.00004468811,0.00001405993],"category_scores_gemma":[0.000009299022,0.0001037047,0.00001975752,0.00003501297,0.00003324212,0.0001683429,0.00000559871,0.00005486567,0.00007080207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001000418,"about_ca_system_score_gemma":0.00001186301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.193143e-7,"about_ca_topic_score_gemma":0.00001433934,"domain_scores_codex":[0.9994794,0.000004754408,0.0001910935,0.00009547953,0.00007146616,0.0001578252],"domain_scores_gemma":[0.9996377,0.00003780904,0.0000515442,0.0001917649,0.0000434673,0.00003776963],"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":[0.000008379475,0.000007724311,0.0000223992,0.00003834488,0.0000470313,5.687509e-7,0.00066301,0.9969984,0.0004562765,0.001426158,0.00006042661,0.0002712948],"study_design_scores_gemma":[0.0006334631,0.0000459962,0.000009833916,0.00004878549,0.00002897335,0.000007802293,0.0000759519,0.9973015,0.0004829217,0.001202714,0.00004375506,0.0001182967],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01530264,0.00003189586,0.9773425,0.00001050321,0.00007375256,0.0002628792,0.00001432799,0.0003269759,0.0066345],"genre_scores_gemma":[0.934412,0.000003419307,0.06523167,0.00001234862,0.0001331545,0.00003772008,0.000001749872,0.0000488443,0.0001191085],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9191093,"threshold_uncertainty_score":0.4228954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006711556179856926,"score_gpt":0.1974175889382105,"score_spread":0.1907060327583535,"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."}}