{"id":"W7127381155","doi":"10.1109/ccece64018.2025.11364372","title":"Device Effect on Current Balancing in Parallel Connected IGBTs","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":"","keywords":"Insulated-gate bipolar transistor; Inverter; Power semiconductor device; Current (fluid); Power (physics); Current injection technique; Dependency (UML); Transistor; Gate driver","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003956328,0.0006540956,0.0008204877,0.00100441,0.00005988816,0.0000953442,0.0006166352,0.0004896453,0.0002335199],"category_scores_gemma":[0.001302494,0.0006556151,0.0001659292,0.001651359,0.00008782819,0.0001650251,0.0002240171,0.001348128,0.0003325584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007619903,"about_ca_system_score_gemma":0.0000891414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001472346,"about_ca_topic_score_gemma":0.0002319938,"domain_scores_codex":[0.9972093,0.0001471252,0.0007652536,0.0007508983,0.0002449881,0.0008824096],"domain_scores_gemma":[0.9975639,0.001336745,0.00006998191,0.0008932659,0.00005691254,0.00007919654],"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":[0.0002673993,0.0003329792,0.1222818,0.003805725,0.0004183601,0.0001225328,0.000480033,0.0377902,0.5019054,0.03649691,0.009960565,0.2861381],"study_design_scores_gemma":[0.008234469,0.0006332109,0.06254765,0.006985048,0.0002086536,0.00001006785,0.0007675339,0.1936986,0.7162946,0.002229011,0.006099975,0.002291231],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967952,0.01098313,0.0002234434,0.000326477,0.003527203,0.001028892,0.000007622782,0.001691345,0.01425992],"genre_scores_gemma":[0.9988143,0.0004867003,0.0001096541,0.0001600402,0.00005277594,0.000121979,0.000007559208,0.00005305809,0.0001939513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2838469,"threshold_uncertainty_score":0.9995895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317397884022384,"score_gpt":0.2760080775886394,"score_spread":0.2628340987484155,"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."}}