{"id":"W4402693695","doi":"10.14447/jnmes.v27i2.a01","title":"Impact of Electric Vehicle Charging Station in Distribution System: A Comprehensive Review","year":2024,"lang":"en","type":"review","venue":"Journal of New Materials for Electrochemical Systems","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Electric vehicle; Automotive engineering; Distribution (mathematics); Computer science; Engineering; Physics; Mathematics; Thermodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005451842,0.0004688448,0.003131478,0.0002891734,0.00001678942,0.00008011201,0.000308387,0.0003539564,0.000006591431],"category_scores_gemma":[0.00007665296,0.000328608,0.000757198,0.0008234438,0.000007682352,0.0001231929,0.00001674503,0.0004804175,0.000004368206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002189233,"about_ca_system_score_gemma":0.0004674555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003457842,"about_ca_topic_score_gemma":2.297308e-7,"domain_scores_codex":[0.9964601,0.0001178112,0.002371934,0.0001983316,0.0003938196,0.0004580337],"domain_scores_gemma":[0.9981688,0.0001189237,0.001103898,0.0001643484,0.0003154039,0.0001286559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007444108,0.00002963814,8.847196e-7,0.6479076,0.001246205,0.00002110071,0.00002777383,0.0001118515,0.2808004,0.0001556653,0.02823863,0.0413858],"study_design_scores_gemma":[0.001602631,0.001794191,0.00001166769,0.5591669,0.006529991,0.003938109,0.00001833984,0.0028573,0.01837492,0.0001632359,0.4040681,0.001474664],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005253732,0.992147,0.0006071598,0.000004285549,0.0005583344,0.001183488,0.0001963977,0.00004440009,0.000005206027],"genre_scores_gemma":[0.01846562,0.9803674,0.00001291265,0.000001951576,0.0007753669,0.00004624521,0.0002373944,0.00008718336,0.000005946328],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3758294,"threshold_uncertainty_score":0.9999166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849215664673889,"score_gpt":0.3030919815604309,"score_spread":0.2845998249136921,"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."}}