{"id":"W1612070416","doi":"10.1109/pesgm.2015.7286411","title":"Paradigms and performance of distributed cyber-enabled control schemes for the smart grid","year":2015,"lang":"en","type":"article","venue":"","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Smart grid; Controller (irrigation); Cluster analysis; Distributed computing; Grid; Control (management); Electric power system; Control theory (sociology); Power control; Distributed generation; Control system; Transient (computer programming); Stability (learning theory); Distributed control system; Control engineering; Power (physics); Engineering; Mathematics","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":[0.001863408,0.0004569434,0.0003866813,0.0004210384,0.0003416773,0.001369763,0.0007360381,0.0005930855,0.001462232],"category_scores_gemma":[0.004223933,0.0001366736,0.0002575751,0.0003749412,0.001000607,0.002107716,0.0009309541,0.000848097,0.0001470405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009814037,"about_ca_system_score_gemma":0.0005242172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004825049,"about_ca_topic_score_gemma":0.000499627,"domain_scores_codex":[0.9992846,0.0002404687,0.000046723,0.00009408004,0.0002953475,0.00003892997],"domain_scores_gemma":[0.9984042,0.0007369606,0.0002273947,0.0003246864,0.000253916,0.00005286075],"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":[0.0004403306,0.000245679,0.001341685,0.0002615978,0.00007362382,0.00007282641,0.000232275,0.6127087,0.01823323,0.2179963,0.000500493,0.1478932],"study_design_scores_gemma":[0.0000796442,0.0004419531,0.0005188667,0.00003771261,0.00001945221,0.0000547466,0.0000702863,0.9456633,0.005760927,0.04486552,0.002470605,0.00001691616],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1705371,0.00254679,0.8022859,0.0007472604,0.0001361857,0.0001351635,0.00003376688,0.000359175,0.02321869],"genre_scores_gemma":[0.9722224,0.0004655851,0.02651819,0.00004123343,0.00002891263,0.00005004342,0.00001312514,0.00001169194,0.0006488198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001863408,"threshold_uncertainty_score":0.009854734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01450846165901463,"score_gpt":0.2058894731613393,"score_spread":0.1913810115023246,"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."}}