{"id":"W2994112501","doi":"10.1109/tia.2019.2957432","title":"Developing and Testing a Unit-Commitment-Based Controller of Bus-Split Aggregated Residential Electric Water Heaters","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Controller (irrigation); Automotive engineering; Peak demand; Engineering; Computer science; Simulation; Control theory (sociology); Electricity; Control (management); Electrical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009145784,0.0006235815,0.000542234,0.0002377617,0.0003850991,0.0008518837,0.001499925,0.0005873941,0.002540135],"category_scores_gemma":[0.001912201,0.0003038971,0.0002292246,0.0001586355,0.0004200443,0.0004882269,0.0004253083,0.0009677191,0.000407132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006180506,"about_ca_system_score_gemma":0.0009499246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007440558,"about_ca_topic_score_gemma":0.003372424,"domain_scores_codex":[0.9994116,0.0001382988,0.00003062017,0.00011804,0.0002358604,0.000065563],"domain_scores_gemma":[0.9990543,0.0003765112,0.0000901512,0.000110221,0.0003070016,0.00006187286],"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":[0.0005915777,0.0005311883,0.002765282,0.0004145319,0.0001296886,0.0002706981,0.0001741765,0.8602701,0.04294376,0.002573352,0.001680063,0.0876556],"study_design_scores_gemma":[0.00004563503,0.0001926576,0.0002887011,0.000004694848,0.000009845672,0.0000147564,0.00001410478,0.9866904,0.0120965,0.0001054361,0.0005299,0.000007333112],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.50237,0.0003142088,0.4760297,0.0002837858,0.0002111084,0.0008636283,0.0001823804,0.005135261,0.01460992],"genre_scores_gemma":[0.9685143,0.00003729506,0.02950401,0.00003312236,0.000007770745,0.0001512047,0.00005796757,0.0000368837,0.001657509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007440558,"threshold_uncertainty_score":0.01479453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01973594104339393,"score_gpt":0.2244066384169147,"score_spread":0.2046706973735208,"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."}}