{"id":"W1949455064","doi":"10.1109/ccece.2001.933713","title":"Partially coupled electro-thermal analysis for accurate prediction of switching devices","year":2002,"lang":"en","type":"article","venue":"","topic":"Silicon Carbide Semiconductor Technologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec en Outaouais","funders":"","keywords":"Junction temperature; Insulated-gate bipolar transistor; Power semiconductor device; Pulse-width modulation; Heat sink; Electronic engineering; Gate driver; Power (physics); Bipolar junction transistor; Semiconductor device; Power module; Transistor; Safe operating area; Transient (computer programming); Computer science; Electrical engineering; Materials science; Engineering; Voltage","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":[0.00008679109,0.0001153122,0.0002255431,0.0002136268,0.00002569947,0.00001926916,0.0001533677,0.00009551478,0.0001914661],"category_scores_gemma":[0.00005301808,0.0001073105,0.0001247145,0.0004606672,0.00001509491,0.0001719495,0.00001280211,0.00008323028,0.000005278478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003341151,"about_ca_system_score_gemma":0.000003236211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001887034,"about_ca_topic_score_gemma":0.00006234927,"domain_scores_codex":[0.9992824,0.000006214356,0.0002696799,0.000137355,0.00009374668,0.0002106117],"domain_scores_gemma":[0.9995819,0.00007908986,0.00005006762,0.0002166811,0.00004903751,0.00002327069],"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":[0.000003372352,0.00000900892,0.01069698,0.00002929558,0.0005404676,2.859094e-7,0.00007716703,0.05063631,0.936263,0.0001259831,0.0001737927,0.001444296],"study_design_scores_gemma":[0.0001498292,0.00002832836,0.005024349,0.000003417664,0.0001780657,5.071897e-7,0.00006370672,0.720225,0.2741371,0.00002776795,0.00008590361,0.00007596362],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837312,0.0003833712,0.01412271,0.00003483161,0.00008294526,0.0001560481,0.00001086208,0.0009643388,0.0005136736],"genre_scores_gemma":[0.999202,0.00004231077,0.0006073434,0.00001502621,0.00003299959,0.00003620506,0.000006945059,0.00001910777,0.00003803544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6695887,"threshold_uncertainty_score":0.4375997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02937483307003158,"score_gpt":0.2288968573912384,"score_spread":0.1995220243212068,"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."}}