{"id":"W4386536212","doi":"10.1109/tte.2023.3313511","title":"Holistic Design and Development of a 100-kW SiC-Based Six-Phase Traction Inverter for an Electric Vehicle Application","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Transportation Electrification","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inverter; Capacitor; Electrical engineering; Automotive engineering; Traction (geology); Silicon carbide; Electronic engineering; Heat sink; Engineering; Voltage; Materials science; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002382975,0.000200639,0.0001888732,0.0004738384,0.0001800541,0.00002213466,0.00009008192,0.0001462012,0.000009804569],"category_scores_gemma":[0.000002240235,0.0002326259,0.00005788717,0.0006347825,0.0000248612,0.0002669677,1.103492e-8,0.0001410268,0.00001411463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001012439,"about_ca_system_score_gemma":0.00008728552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001477929,"about_ca_topic_score_gemma":0.00005573444,"domain_scores_codex":[0.9987225,0.00003674825,0.0004835116,0.0003145947,0.0001975648,0.0002450619],"domain_scores_gemma":[0.9993708,0.0001270584,0.00009696988,0.0001944674,0.0001161434,0.00009453131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001643563,0.0001645631,0.000006591039,0.0001014889,0.00003122149,1.455622e-7,0.0006869815,0.06506234,0.6480248,0.00002647012,0.00003253208,0.2856985],"study_design_scores_gemma":[0.0009185166,0.0001472792,0.00120971,0.000009227664,0.0000431863,2.403969e-7,0.00004512779,0.5413001,0.4560978,0.00003344675,0.00005857204,0.0001367381],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1830947,0.00001126907,0.8155239,0.00002530837,0.00009816558,0.0008687615,0.00003416864,0.0003398212,0.000003892554],"genre_scores_gemma":[0.9956772,0.00003417788,0.002854626,0.00004324267,0.00001455576,0.0009920663,0.0003173557,0.0000516122,0.00001513748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8126693,"threshold_uncertainty_score":0.948621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05799117673743644,"score_gpt":0.287988837574044,"score_spread":0.2299976608366075,"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."}}