{"id":"W2064533006","doi":"10.1080/00207179.2013.824182","title":"Model Predictive Control: Algorithmic Development and Applications","year":2013,"lang":"en","type":"article","venue":"International Journal of Control","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Model predictive control; Control (management); Computer science; Artificial intelligence","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":[0.0001180075,0.000110441,0.000193772,0.000145231,0.0000277484,0.00005951706,0.0001955517,0.00004738432,0.00001376196],"category_scores_gemma":[0.00002732553,0.0001009044,0.0000440792,0.00003513811,0.00002108161,0.000451393,0.000008786016,0.0001263615,0.00001445485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358135,"about_ca_system_score_gemma":0.0000449645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001537603,"about_ca_topic_score_gemma":0.000001034503,"domain_scores_codex":[0.9990363,0.00001535636,0.0004685393,0.00007571572,0.000287927,0.0001161581],"domain_scores_gemma":[0.9989475,0.00007795814,0.0001745317,0.00006229158,0.0006497272,0.0000879943],"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":[0.00003163292,0.00001683922,0.0002701227,0.000004672023,0.0003815401,0.00000282279,0.0000991107,0.9576512,0.002831813,0.0006523854,0.000139138,0.03791872],"study_design_scores_gemma":[0.002999137,0.00002093907,0.0007954172,0.00002700336,0.0000263061,0.00005669703,0.0000317237,0.9921004,0.0001621152,0.001417772,0.002261733,0.0001007215],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003603706,0.0006968282,0.9940944,0.0002441052,0.0002430976,0.0003692658,0.00001385019,0.00004527678,0.0006894186],"genre_scores_gemma":[0.9877357,0.00003973517,0.01153235,0.0001239501,0.000359729,0.0001411589,0.000002320658,0.00001908866,0.00004595696],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.984132,"threshold_uncertainty_score":0.4114764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00412289440411206,"score_gpt":0.2036159052727957,"score_spread":0.1994930108686836,"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."}}