{"id":"W4392389614","doi":"10.1109/isgt59692.2024.10454222","title":"Impact of Level 2 EV Charging on Phase Unbalance in Distribution Networks","year":2024,"lang":"en","type":"article","venue":"","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Resources Canada","keywords":"Phase (matter); Distribution (mathematics); Electrical engineering; Computer science; Physics; Engineering; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004120888,0.0003746595,0.0003047339,0.00057594,0.0002600168,0.000678196,0.0001642686,0.000343781,0.001216451],"category_scores_gemma":[0.001773896,0.0001489298,0.0002312951,0.0006304663,0.0002655813,0.0006235226,0.0003348495,0.0002429487,0.0001392275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005855416,"about_ca_system_score_gemma":0.0002271434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004069438,"about_ca_topic_score_gemma":0.005332233,"domain_scores_codex":[0.9996112,0.0001400803,0.00001528278,0.00003803116,0.0001110172,0.00008436325],"domain_scores_gemma":[0.9991145,0.0005441503,0.0001492628,0.0000454072,0.000107149,0.00003956202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001415586,0.0001003234,0.07547191,0.0001132686,0.00009246301,0.001849773,0.0001530018,0.8561143,0.019876,0.001859422,0.0005674924,0.04238657],"study_design_scores_gemma":[0.00004920477,0.0009154513,0.1170392,0.00003076306,0.000107284,0.001298539,0.0006277214,0.8610355,0.01442706,0.002852668,0.001574783,0.00004177448],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983995,0.0001082461,0.01166164,0.00004809329,0.00001521177,0.0000166307,0.0001399212,0.000107487,0.003907747],"genre_scores_gemma":[0.9995135,0.00002162869,0.0002933606,0.000003557672,0.000002114299,0.000001304069,0.00003133982,0.000004269426,0.0001289091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004069438,"threshold_uncertainty_score":0.008091509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009580953671601297,"score_gpt":0.2646493481700378,"score_spread":0.2550683944984365,"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."}}