{"id":"W3036469720","doi":"10.3390/en13123257","title":"Assessing and Mitigating Impacts of Electric Vehicle Harmonic Currents on Distribution Systems","year":2020,"lang":"en","type":"article","venue":"Energies","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Distribution transformer; Photovoltaic system; Transformer; Electrical engineering; Interfacing; Voltage; Electric vehicle; Engineering; Power quality; Electronic engineering; State of charge; Automotive engineering; Computer science; Power (physics); Battery (electricity); Physics","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":[0.0006210192,0.0005850496,0.0002428813,0.000687821,0.0001553646,0.0005677412,0.0002308857,0.0002731135,0.0003511717],"category_scores_gemma":[0.001644094,0.0001725857,0.0001760708,0.0002594727,0.0001859499,0.0006657518,0.0003493062,0.0002715212,0.00006115325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003637509,"about_ca_system_score_gemma":0.0005513434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002467369,"about_ca_topic_score_gemma":0.003905553,"domain_scores_codex":[0.9997391,0.0000716643,0.00001103549,0.0000286967,0.0001241445,0.00002531181],"domain_scores_gemma":[0.9994251,0.0002333308,0.0001124875,0.00003643088,0.0001750412,0.00001773005],"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":[0.0002100496,0.000142211,0.02046855,0.000161884,0.00008779485,0.0001062784,0.0001041987,0.6865436,0.05532275,0.001985535,0.0004003721,0.2344667],"study_design_scores_gemma":[0.00002072448,0.0004325745,0.02101103,0.00001812806,0.0000752633,0.00005966646,0.0001234996,0.9389853,0.03694655,0.001341594,0.0009657757,0.00001992374],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6174702,0.0003077922,0.3773111,0.00008958906,0.00002619622,0.0001185612,0.00005253331,0.0002555989,0.004368325],"genre_scores_gemma":[0.9722738,0.000121446,0.02708698,0.000008722301,0.000008042398,0.000009701632,0.00002998867,0.00001300993,0.0004483797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002467369,"threshold_uncertainty_score":0.004906058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02641820988805885,"score_gpt":0.2854000511055599,"score_spread":0.258981841217501,"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."}}