{"id":"W4404692935","doi":"10.3390/en17235905","title":"Impact of Electric Vehicles Charging on Urban Residential Power Distribution Networks","year":2024,"lang":"en","type":"article","venue":"Energies","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Mitacs","keywords":"Distribution (mathematics); Automotive engineering; Electric vehicle; Power (physics); Transport engineering; Environmental science; Engineering; Mathematics; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006555279,0.0004078471,0.0002442407,0.0003499602,0.0005613337,0.0006878508,0.0003804751,0.0003181988,0.001662711],"category_scores_gemma":[0.00261259,0.0001749888,0.0002264592,0.0007950519,0.0005891467,0.0009429186,0.0006049135,0.0004184236,0.0001379202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002047627,"about_ca_system_score_gemma":0.0006671695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02200889,"about_ca_topic_score_gemma":0.03205492,"domain_scores_codex":[0.9992415,0.0003566245,0.00001830957,0.00006178962,0.0001665972,0.0001551817],"domain_scores_gemma":[0.9986072,0.000865822,0.0001442472,0.00007492943,0.0002477417,0.00006008531],"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":[0.0001287907,0.00006378893,0.01788224,0.00003016767,0.00002312991,0.0003395958,0.0000585306,0.9630594,0.001365658,0.003986261,0.000747886,0.01231454],"study_design_scores_gemma":[0.00001569854,0.0001773792,0.02482822,0.00001491648,0.00003622896,0.0001467073,0.000792609,0.9631758,0.003816231,0.00531326,0.001659678,0.00002329694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789487,0.0001394903,0.008896998,0.0002912605,0.00002378212,0.00002518438,0.000174143,0.0001169928,0.01138348],"genre_scores_gemma":[0.9991133,0.0000510296,0.0003932779,0.00001295572,0.000002813757,0.000002884736,0.00005098077,0.000006443316,0.0003662433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02200889,"threshold_uncertainty_score":0.04376155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00301506147610702,"score_gpt":0.2070607619834696,"score_spread":0.2040457005073625,"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."}}