{"id":"W2050495423","doi":"10.1109/smartgrid.2010.5622077","title":"Optimal Real-Time Pricing Algorithm Based on Utility Maximization for Smart Grid","year":2010,"lang":"en","type":"article","venue":"","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":1030,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Smart grid; Smart meter; Computer science; Energy consumption; Demand response; Distributed generation; Real-time computing; Distributed computing; Computer network; Electricity; Power (physics); 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":[0.0002405836,0.0001519064,0.000127857,0.000099556,0.00005852522,0.00003523842,0.0001187064,0.00007404599,0.0004775005],"category_scores_gemma":[0.00003193185,0.0001496303,0.00005702719,0.000126389,0.00001393039,0.00008855868,0.00002213043,0.0001030312,0.00006219619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004277189,"about_ca_system_score_gemma":0.000009514829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000380429,"about_ca_topic_score_gemma":0.00001454334,"domain_scores_codex":[0.999204,0.000009083608,0.0001774788,0.0002110983,0.0001469104,0.0002514614],"domain_scores_gemma":[0.9994544,0.00007615457,0.00001887895,0.0003454066,0.00003927696,0.00006581585],"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":[0.0000128656,0.00003938469,0.0001645867,0.00003866398,0.00002100936,0.000001396368,0.00001207055,0.9701746,0.002120017,0.0003102218,0.01354641,0.01355883],"study_design_scores_gemma":[0.0003591133,0.00003662407,0.003132334,0.000006200189,0.00001322965,3.843342e-7,0.000004084254,0.9720809,0.007300922,0.00001722947,0.01688582,0.0001632002],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02679586,0.000001352049,0.9180634,0.0001143377,0.001682494,0.0003966995,0.00001535301,0.0009860038,0.05194448],"genre_scores_gemma":[0.2451115,0.000008300793,0.7511243,0.0002120024,0.0009226393,0.0002069443,0.0002866767,0.0001307375,0.001996932],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2183157,"threshold_uncertainty_score":0.6101745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006798743199524722,"score_gpt":0.2005144152834165,"score_spread":0.1937156720838918,"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."}}