{"id":"W4394863533","doi":"10.2139/ssrn.4796664","title":"Impact of Electric Vehicles Charging on Urban Residential Power Distribution Networks","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Download; Computer science; Distribution (mathematics); Power (physics); World Wide Web; 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":[0.000538348,0.0003866254,0.0004189966,0.0004749122,0.0005539561,0.001272483,0.0005232156,0.000619981,0.009727446],"category_scores_gemma":[0.003627527,0.000199573,0.0002991249,0.001465951,0.0004964652,0.001214429,0.0005845164,0.0005784417,0.0004770353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00170143,"about_ca_system_score_gemma":0.0005090333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01697878,"about_ca_topic_score_gemma":0.01984308,"domain_scores_codex":[0.9994917,0.0001931285,0.00000971369,0.00004426621,0.00008893324,0.0001722322],"domain_scores_gemma":[0.9975762,0.001615613,0.0001362105,0.00008162145,0.0004695861,0.0001208306],"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":[0.0008977367,0.0001318344,0.01502219,0.00011613,0.00004643402,0.0006769496,0.00008701299,0.9465082,0.002575938,0.01132767,0.004454718,0.01815506],"study_design_scores_gemma":[0.00005054201,0.0003080258,0.03325311,0.00004280937,0.0001537751,0.0003527451,0.001540973,0.9378541,0.00540686,0.01685921,0.004137286,0.00004047694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639874,0.0004893239,0.004391654,0.000868151,0.0001173707,0.00002223315,0.0007739745,0.0001184576,0.02923147],"genre_scores_gemma":[0.9976513,0.0001298546,0.0001169197,0.00001374807,0.00001225391,0.000001547984,0.0001223417,0.00001205882,0.001939942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01697878,"threshold_uncertainty_score":0.03375989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003296729839133943,"score_gpt":0.2184411657880504,"score_spread":0.2151444359489164,"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."}}