{"id":"W2241907664","doi":"10.1109/epec.2015.7379922","title":"On the impact of transportation electrification on distribution systems in the presence of rooftop solar photovoltaic","year":2015,"lang":"en","type":"article","venue":"","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Photovoltaic system; Electrification; Monte Carlo method; Automotive engineering; Rooftop photovoltaic power station; Solar irradiance; Environmental science; Transformer; Electrical engineering; Engineering; Voltage; Electricity; Maximum power point tracking; Physics; Meteorology; Inverter","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":[0.0006810445,0.0004322609,0.0003814022,0.0003707314,0.0004400524,0.000992686,0.0003715367,0.0006873554,0.00360952],"category_scores_gemma":[0.002781474,0.0001993811,0.0003722495,0.0004678341,0.0004353836,0.001050641,0.0005209789,0.0005200742,0.0002043899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008333327,"about_ca_system_score_gemma":0.0003880051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007292556,"about_ca_topic_score_gemma":0.007497611,"domain_scores_codex":[0.9995907,0.0001887067,0.00001148754,0.00003404859,0.0000974698,0.00007770325],"domain_scores_gemma":[0.9967631,0.002637716,0.0002096107,0.00006536644,0.000260085,0.00006407903],"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":[0.0001954378,0.00005025287,0.00637291,0.00006490917,0.00005673164,0.0005657879,0.00004328876,0.9810525,0.002351812,0.001235346,0.0002323359,0.007778594],"study_design_scores_gemma":[0.0000215482,0.0004734631,0.01524552,0.00002971539,0.0001379803,0.0002936445,0.000422586,0.9738845,0.005734963,0.002549578,0.00117715,0.00002942785],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718563,0.0006341463,0.01552182,0.0002975369,0.00003124618,0.0000274774,0.0001678852,0.0000837845,0.01137984],"genre_scores_gemma":[0.9987566,0.0001665821,0.0005302514,0.00001178129,0.000004811784,0.000001962201,0.00003415528,0.000007392299,0.0004864749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007292556,"threshold_uncertainty_score":0.01450026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110697060744951,"score_gpt":0.2238287021145237,"score_spread":0.2127589960400287,"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."}}