{"id":"W2564594983","doi":"10.1109/cisis.2016.125","title":"Heuristic Algorithm Based Energy Management System in Smart Grid","year":2016,"lang":"en","type":"article","venue":"","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Dalhousie University","funders":"","keywords":"Computer science; Heuristic; Smart grid; Energy management; Energy management system; Meta heuristic; Algorithm; Energy (signal processing); Distributed computing; Artificial intelligence; Engineering; Mathematics; Electrical engineering","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":[0.0001436955,0.000192366,0.0001706737,0.0002728289,0.00001998167,0.00002065625,0.0001997113,0.00004479833,0.000160448],"category_scores_gemma":[0.000002688933,0.0001445969,0.00004728576,0.0002313915,0.00001467534,0.00007676399,0.00006436175,0.00003440584,0.0001962864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003515713,"about_ca_system_score_gemma":0.00000398809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008856775,"about_ca_topic_score_gemma":0.00007936497,"domain_scores_codex":[0.9988834,0.00002520669,0.0002731172,0.0002440418,0.0002118996,0.000362384],"domain_scores_gemma":[0.9994535,0.00004382113,0.00001574488,0.0003980994,0.00001214144,0.00007664923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002066326,0.0001478595,0.002100271,0.0008690654,0.0003576118,0.001023695,0.00002093599,0.2880334,0.0003266535,0.121714,0.1046847,0.4807012],"study_design_scores_gemma":[0.001639164,0.0000290463,0.006435543,0.0003090522,0.00003088608,0.000004443265,0.00004967601,0.5923948,0.002059132,0.00008294918,0.396423,0.0005423534],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.000668843,0.0000685238,0.8881388,0.00009592967,0.001808383,0.0001205206,0.000006230619,0.0009862768,0.1081065],"genre_scores_gemma":[0.97622,0.00007731772,0.01770147,0.0001725721,0.0002954607,0.0002540004,0.00001253752,0.0000888225,0.005177897],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9755511,"threshold_uncertainty_score":0.589649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004095945351971123,"score_gpt":0.1585500280665519,"score_spread":0.1544540827145807,"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."}}