{"id":"W4415968368","doi":"10.1109/iecon58223.2025.11221289","title":"Assisted Current Balancing of Parallel Si IGBTs by Co-Switching with SiC MOSFET for High-Current Inverter Application","year":2025,"lang":"","type":"article","venue":"","topic":"Silicon Carbide Semiconductor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Insulated-gate bipolar transistor; MOSFET; Asynchronous communication; Inverter; Current (fluid); Silicon carbide; Fast switching; Gate driver","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000279291,0.0006715152,0.0009424114,0.0004238795,0.0001239803,0.00009244146,0.000686196,0.0003451998,0.0000332039],"category_scores_gemma":[0.0001420031,0.0006263653,0.0001768323,0.0007663005,0.0001392741,0.0003134724,0.0001529572,0.0006928261,0.00001259672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004930989,"about_ca_system_score_gemma":0.0001528168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000136736,"about_ca_topic_score_gemma":0.00005909508,"domain_scores_codex":[0.9968536,0.00004295943,0.001145953,0.0008666615,0.0003737516,0.0007170251],"domain_scores_gemma":[0.9979016,0.0003656437,0.000351657,0.001035032,0.000241805,0.000104301],"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":[0.00009404167,0.0002411205,0.006075998,0.002596542,0.0003972299,3.992602e-7,0.0001874506,0.00178982,0.6127507,0.008716348,0.01392278,0.3532276],"study_design_scores_gemma":[0.005255198,0.0003002362,0.005108935,0.002119212,0.0006289275,0.000005011413,0.0008468455,0.4487895,0.5208964,0.003022237,0.01141464,0.00161282],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5906667,0.00982853,0.3937212,0.0003742988,0.001292441,0.002451659,0.0001771086,0.001008944,0.0004791834],"genre_scores_gemma":[0.9965764,0.0005457596,0.001814863,0.00005881922,0.00006426809,0.0006205754,0.0001770228,0.0000843675,0.00005792227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4469996,"threshold_uncertainty_score":0.9996188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01279682128881529,"score_gpt":0.2678058671504821,"score_spread":0.2550090458616668,"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."}}