{"id":"W4288061934","doi":"10.1049/icp.2022.0682","title":"Utility-scale energy storage system for managing EV load in connected distribution circuits","year":2022,"lang":"en","type":"article","venue":"IET conference proceedings.","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Electronic circuit; Software deployment; Power (physics); Peak load; Computer science; Reliability engineering; Automotive engineering; Electrical engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001000677,0.0002784432,0.0002531322,0.0001781707,0.0003201517,0.0003971754,0.0006868155,0.0002216625,0.001949706],"category_scores_gemma":[0.0001963919,0.0001168217,0.0001235276,0.0003189396,0.0001704622,0.0004296557,0.0002777419,0.0001827051,0.000274832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005289435,"about_ca_system_score_gemma":0.0004695866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004580497,"about_ca_topic_score_gemma":0.01140853,"domain_scores_codex":[0.9999286,0.00002219144,0.000003625168,0.00001362889,0.00001855629,0.00001346233],"domain_scores_gemma":[0.9999163,0.00001955139,0.00001408169,0.000008070179,0.00003255162,0.000009426065],"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":[0.0004600184,0.0002361243,0.006398431,0.0001888031,0.00005372651,0.0005465084,0.00008028752,0.848147,0.03247989,0.005202875,0.004101992,0.1021043],"study_design_scores_gemma":[0.00002503934,0.0001417656,0.0009737724,0.000006219015,0.00002390009,0.00006814089,0.00005968106,0.9922141,0.004309845,0.0008814575,0.001289603,0.000006470794],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6842558,0.0007919067,0.2959016,0.0003617483,0.00007803125,0.0001581872,0.0002757594,0.001236308,0.01694063],"genre_scores_gemma":[0.9969668,0.00005341999,0.002111065,0.000008468253,0.000002985788,0.000008094184,0.00002437516,0.00000277003,0.0008221269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004580497,"threshold_uncertainty_score":0.009107649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008964345932717197,"score_gpt":0.1914862755227955,"score_spread":0.1825219295900783,"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."}}