{"id":"W4402475597","doi":"10.1109/ccece59415.2024.10667071","title":"Design and Development of a Smart Tool for Distribution Transformer sizing Considering Plug-in Electric Vehicles Charging","year":2024,"lang":"en","type":"article","venue":"","topic":"Elevator Systems and Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Sizing; Distribution transformer; Automotive engineering; Plug-in; Transformer; Computer science; Electrical engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003995493,0.0006449067,0.0005590376,0.0007037182,0.0002245808,0.0006496586,0.001226615,0.0006727192,0.005895516],"category_scores_gemma":[0.001194017,0.0004222093,0.0005378607,0.0004398364,0.0002735824,0.0005791387,0.0005014383,0.0004001783,0.0009440608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002569366,"about_ca_system_score_gemma":0.0007665422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0012455,"about_ca_topic_score_gemma":0.001529072,"domain_scores_codex":[0.9997335,0.00003461186,0.00001668308,0.00004924247,0.0001431302,0.00002283985],"domain_scores_gemma":[0.9995556,0.0002041749,0.00005253912,0.00005140817,0.0001140287,0.00002216138],"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":[0.0001801409,0.00008652861,0.001812061,0.000532289,0.000069485,0.0004530261,0.0001917931,0.5683362,0.09633271,0.01297838,0.00363104,0.3153962],"study_design_scores_gemma":[0.00003467264,0.0001019261,0.0002467529,0.00001738936,0.00001468321,0.0001129881,0.00002449134,0.9771726,0.0145174,0.001328124,0.006414592,0.00001452592],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00771696,0.00004456177,0.9884956,0.0000254297,0.00002469267,0.0000593617,0.00006872687,0.002059657,0.001505058],"genre_scores_gemma":[0.294508,0.000126096,0.7018837,0.00004107559,0.00001814425,0.0002686073,0.000218836,0.0002647756,0.00267069],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005895516,"threshold_uncertainty_score":0.01972252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447730173656282,"score_gpt":0.2082025771127139,"score_spread":0.1937252753761511,"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."}}