{"id":"W2978762879","doi":"10.3390/pr7100682","title":"Economic MPC of Wastewater Treatment Plants Based on Model Reduction","year":2019,"lang":"en","type":"article","venue":"Processes","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Reduction (mathematics); Sewage treatment; Wastewater; Economic model; Environmental science; Pulp and paper industry; Waste management; Economics; Environmental engineering; Mathematics; Engineering; Microeconomics","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":[0.0005613233,0.0007590319,0.0009549815,0.000257731,0.0002942302,0.000779577,0.0005900928,0.0005200459,0.0007993456],"category_scores_gemma":[0.001112721,0.0003114791,0.0005624434,0.0003758746,0.0005523539,0.0006103425,0.0006061618,0.0008622018,0.00009941024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007944806,"about_ca_system_score_gemma":0.0008706719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007584061,"about_ca_topic_score_gemma":0.003553463,"domain_scores_codex":[0.9996389,0.0001225582,0.000009378211,0.00005790019,0.0001141623,0.00005703929],"domain_scores_gemma":[0.9995683,0.0002550844,0.00006655816,0.00003393734,0.00006256616,0.00001353553],"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":[0.00002005621,0.00001108786,0.00009343818,0.00001855441,0.00000764853,0.00001301543,0.000006882603,0.9948797,0.0007142549,0.001237881,0.00006764345,0.002929857],"study_design_scores_gemma":[0.000002557509,0.0000128757,0.00004842991,8.789668e-7,0.000001753828,0.000001752472,0.000001706213,0.9990824,0.0002622504,0.0005075883,0.00007657395,0.000001164575],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1343696,0.0005209415,0.8572299,0.0003369599,0.00004552031,0.00008607235,0.00009968489,0.0003550954,0.006956307],"genre_scores_gemma":[0.9812596,0.0001694645,0.01691918,0.00003421881,0.00001207623,0.00008254708,0.00008010287,0.00002041989,0.001422407],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007584061,"threshold_uncertainty_score":0.01507986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0074517770692208,"score_gpt":0.2002362865439446,"score_spread":0.1927845094747238,"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."}}