{"id":"W3217131346","doi":"10.4018/978-1-7998-6858-3.ch006","title":"Impact of Electric Vehicle Charging Infrastructure on the Distribution Network Power Quality","year":2021,"lang":"en","type":"book-chapter","venue":"Advances in mechatronics and mechanical engineering (AMME) book series","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Battery (electricity); Automotive engineering; Electric vehicle; Converters; Power (physics); Electrical engineering; Grid; Computer science; Engineering; Voltage","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003497808,0.0005845454,0.0007630783,0.0001283413,0.00008396621,0.00003943118,0.0003955639,0.0005076852,0.0001166969],"category_scores_gemma":[0.0002149811,0.0004787543,0.0002191903,0.0002133701,0.00007130731,0.0005631322,0.0002357168,0.001717543,0.000002902036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006054579,"about_ca_system_score_gemma":0.00006663131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002190472,"about_ca_topic_score_gemma":0.000006765383,"domain_scores_codex":[0.9977346,0.00002523005,0.0006179766,0.0004664372,0.0004011193,0.0007546505],"domain_scores_gemma":[0.9986877,0.0003577896,0.0001433707,0.000632277,0.0000834517,0.00009541003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004542306,0.000007447753,0.000005128612,0.00016627,0.000101821,0.0000114175,0.00001309974,0.2832496,0.002876023,0.7076517,0.00005261006,0.005819418],"study_design_scores_gemma":[0.002163346,0.003244376,0.00045873,0.004391889,0.0001617756,0.0001114737,0.0001976149,0.1795581,0.02640106,0.2032206,0.5753301,0.00476096],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1267302,0.497161,0.3102646,0.001781328,0.006027633,0.007673202,0.002922251,0.00547699,0.04196282],"genre_scores_gemma":[0.7973598,0.1970968,0.001952111,0.00006690171,0.000278992,0.000148322,0.0002685866,0.0003894941,0.002438946],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6706296,"threshold_uncertainty_score":0.9997664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00649590582169712,"score_gpt":0.2461980171948842,"score_spread":0.2397021113731871,"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."}}