{"id":"W3001725623","doi":"10.1049/iet-rpg.2019.0992","title":"Stochastic constrained linear quadratic control in a network of smart microgrids","year":2020,"lang":"en","type":"article","venue":"IET Renewable Power Generation","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Quadratic equation; Mathematical optimization; Control theory (sociology); Computer science; Control (management); Mathematics; 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":[0.000173312,0.0001750835,0.0002764786,0.00005432925,0.00002727799,0.00002467697,0.0001099472,0.00007751743,0.00008150256],"category_scores_gemma":[0.00004225917,0.0001930761,0.00005426649,0.0003463708,0.00003072982,0.00009679374,0.00001987616,0.00008804735,0.00001736991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004779509,"about_ca_system_score_gemma":0.00003638675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000805582,"about_ca_topic_score_gemma":0.0004285203,"domain_scores_codex":[0.9988887,0.00004644853,0.0004275734,0.0002049327,0.0001603624,0.0002719995],"domain_scores_gemma":[0.9995983,0.00003618158,0.00005226309,0.0001833609,0.0000464862,0.00008340904],"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":[0.00002175969,0.0000174977,0.0002552682,0.0000271832,0.00004975781,0.000004284636,0.0001862632,0.9520639,0.0404041,0.000183016,0.006665164,0.0001218238],"study_design_scores_gemma":[0.001041853,0.0001183596,0.0001404463,0.00002545131,0.00002627831,9.428056e-7,0.00003701919,0.9891944,0.005871865,0.00003056071,0.003325203,0.000187618],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1713576,0.0009521619,0.8237144,0.0006065061,0.00117196,0.0005079611,0.0000163979,0.0002432779,0.001429718],"genre_scores_gemma":[0.9964887,0.00002183922,0.002484639,0.0003916936,0.0004567928,0.00004643887,0.00004087145,0.00003424813,0.00003472033],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8251312,"threshold_uncertainty_score":0.7873414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0126683827671241,"score_gpt":0.1975813522681203,"score_spread":0.1849129695009962,"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."}}