{"id":"W4406138090","doi":"10.1109/esars-itec60450.2024.10819931","title":"Impact Assessment of Electric Vehicles Charging on the Loss of Life of Distribution Transformers","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Collège Shawinigan; Université du Québec à Trois-Rivières","funders":"","keywords":"Transformer; Distribution transformer; Automotive engineering; Electrical engineering; Engineering; Computer science; Environmental science; Reliability 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":[0.0008837045,0.0007616124,0.0003286911,0.001024742,0.0001659861,0.0005824438,0.0003307917,0.0003272706,0.0005969817],"category_scores_gemma":[0.001988938,0.0001567961,0.000570757,0.0006595904,0.0002285638,0.0006491978,0.0003592524,0.0002469956,0.000104416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000705836,"about_ca_system_score_gemma":0.0002956277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002816395,"about_ca_topic_score_gemma":0.001606887,"domain_scores_codex":[0.9995337,0.0001291827,0.00002462539,0.00005095287,0.0002025586,0.0000589948],"domain_scores_gemma":[0.9991441,0.0004386877,0.0001241303,0.00005680038,0.0002038158,0.0000324863],"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":[0.0006249573,0.0001549061,0.03458411,0.0001165396,0.00008165283,0.0003460432,0.00008942359,0.9097713,0.01520371,0.0008869651,0.0002205863,0.03791983],"study_design_scores_gemma":[0.000007154721,0.0003694812,0.02207276,0.000007757293,0.00005494478,0.0001009564,0.00008464581,0.9670757,0.00963865,0.0003534486,0.0002198965,0.00001458326],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554594,0.0001850843,0.04146465,0.00004852692,0.00001340721,0.0000692039,0.0002174664,0.0001088659,0.002433357],"genre_scores_gemma":[0.9985462,0.0000582174,0.001085358,0.000002257685,0.000002286336,0.000008698586,0.00007224966,0.000004094288,0.0002205226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002816395,"threshold_uncertainty_score":0.005599976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587443889583919,"score_gpt":0.3111001475370858,"score_spread":0.2952257086412466,"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."}}