{"id":"W4416183878","doi":"10.1109/ceidp61707.2025.11218319","title":"Effects of Wide-Bandgap Power Converters on Turn-to-Turn Insulation of Hairpin Winding in EVs","year":2025,"lang":"","type":"article","venue":"","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Duty cycle; Electromagnetic coil; Voltage; Dissipation; Partial discharge; Accelerated aging; Power (physics); Stress (linguistics); Hysteresis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001280866,0.0002494134,0.0002943994,0.0001593346,0.000160391,0.0002276434,0.0001263941,0.00028265,0.0009650136],"category_scores_gemma":[0.0003604338,0.0001157069,0.0001608204,0.0001275439,0.0002825791,0.0002637121,0.0001750033,0.000269564,0.0001344276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001220768,"about_ca_system_score_gemma":0.00005583528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002097819,"about_ca_topic_score_gemma":0.0003884531,"domain_scores_codex":[0.9998964,0.00001258118,0.0000070984,0.00002350249,0.00002970144,0.00003063941],"domain_scores_gemma":[0.9997427,0.00008902831,0.0000558929,0.00002941674,0.00005357394,0.00002934938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003318631,0.00003279922,0.002280222,0.00007729478,0.00001772578,0.0003518087,0.0001143618,0.0007031605,0.9894664,0.00003454043,0.00003832267,0.006551443],"study_design_scores_gemma":[0.000005802159,0.001084176,0.02137765,0.0000135623,0.00002399352,0.0004198826,0.0002201808,0.001212045,0.9750454,0.00005542442,0.0005361926,0.000005645257],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984085,0.0003599996,0.0009246572,0.00001086629,0.000009870791,0.000004267485,0.00002524179,0.00002080313,0.0002357639],"genre_scores_gemma":[0.999353,0.0001273661,0.000283523,0.00001281914,0.000002821067,0.000002164287,0.0000294376,0.000006202268,0.0001826671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009650136,"threshold_uncertainty_score":0.003228247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004332490542870361,"score_gpt":0.2436895681945103,"score_spread":0.23935707765164,"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."}}