{"id":"W2143298176","doi":"10.1109/surv.2014.020614.00115","title":"Stochastic Information Management in Smart Grid","year":2014,"lang":"en","type":"article","venue":"IEEE Communications Surveys & Tutorials","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Smart grid; Computer science; Renewable energy; Demand response; Electric power system; Energy management; Grid; Electricity; Distributed computing; Power (physics); Engineering; Electrical engineering; Energy (signal processing)","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":[0.00204836,0.0006000458,0.001110623,0.0009132614,0.0006796563,0.00309245,0.001192667,0.001357867,0.001808946],"category_scores_gemma":[0.004997685,0.0003965241,0.0006158269,0.002568122,0.001351204,0.004773296,0.001549814,0.00183772,0.0004151274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002011741,"about_ca_system_score_gemma":0.001396076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002887625,"about_ca_topic_score_gemma":0.001529713,"domain_scores_codex":[0.998211,0.0006446142,0.0001627979,0.0002724054,0.0005651599,0.0001441194],"domain_scores_gemma":[0.9976981,0.001334253,0.0002193405,0.0003497141,0.000317607,0.00008099091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008006921,0.00006023617,0.001000972,0.0003352822,0.00006396435,0.0002087214,0.000219078,0.2053223,0.0009669734,0.6643102,0.008419265,0.1190128],"study_design_scores_gemma":[0.00001849582,0.00005133712,0.0003217778,0.0001070992,0.0000297982,0.0001300047,0.00009582781,0.5946523,0.0006420064,0.3815676,0.02235094,0.00003286087],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.01633676,0.02165003,0.9348218,0.005936413,0.0007025634,0.0001251966,0.0002521519,0.0005813484,0.01959364],"genre_scores_gemma":[0.8491524,0.03358814,0.1058428,0.0009799942,0.001784153,0.0002852294,0.0004340792,0.00009432727,0.007838904],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00309245,"threshold_uncertainty_score":0.01459628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090354454878333,"score_gpt":0.2419140282886014,"score_spread":0.221010483739818,"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."}}