{"id":"W4385525158","doi":"10.1109/tte.2023.3300669","title":"Loss Modeling and Testing of 800-V DC Bus IGBT and SiC Traction Inverter Modules","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Transportation Electrification","topic":"Silicon Carbide Semiconductor Technologies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"General Motors (Canada); McMaster University","funders":"","keywords":"Insulated-gate bipolar transistor; Inverter; Silicon carbide; Junction temperature; Materials science; Bipolar junction transistor; Voltage; Electrical engineering; Traction (geology); Transistor; Electric vehicle; Automotive engineering; Electronic engineering; Engineering; Physics; Thermal; Power (physics); Mechanical engineering; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001214176,0.000167036,0.0001727962,0.0004578265,0.0000927965,0.00001879392,0.00006355468,0.0001742893,0.000006599267],"category_scores_gemma":[0.00001159505,0.0001931788,0.00003786036,0.0007691574,0.00006273127,0.0003218144,2.597773e-8,0.000256839,0.000004331881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004420079,"about_ca_system_score_gemma":0.00001428731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004983219,"about_ca_topic_score_gemma":0.00005661881,"domain_scores_codex":[0.9990267,0.00001599703,0.0003605471,0.0002564043,0.0001542903,0.0001861017],"domain_scores_gemma":[0.9995225,0.000111977,0.00005839445,0.0001717473,0.00009406632,0.00004132532],"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":[0.00001129738,0.00001446516,0.000130126,0.00008584551,0.00002435927,6.980798e-7,0.0003676781,0.1897234,0.7764209,0.00006904413,0.000005225738,0.03314701],"study_design_scores_gemma":[0.0002047373,0.00003588992,0.003664653,0.00002932006,0.00003970957,0.000003504902,0.000198267,0.4398612,0.5553543,0.0004836693,0.000002215513,0.0001225375],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8793957,0.00014797,0.1191859,0.00006909633,0.000120659,0.0002123139,0.0000325914,0.0008158389,0.00001995048],"genre_scores_gemma":[0.9985958,0.0008882372,0.0003368642,0.000008741067,0.00001209298,0.00007040373,0.00004086991,0.00003738971,0.000009600173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2501378,"threshold_uncertainty_score":0.7877604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02846196406743839,"score_gpt":0.2280014852603162,"score_spread":0.1995395211928778,"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."}}