{"id":"W4416513119","doi":"10.1109/tpel.2025.3636008","title":"Active Damping of <i>LC</i> Interphase Dynamics in Automotive 48-V Series-Capacitor Buck Converters","year":2025,"lang":"","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Converters; Automotive industry; Buck converter; Inductor; Transient (computer programming); Voltage; Control theory (sociology); Transient response; Settling time","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002253676,0.0009588667,0.001130254,0.001264625,0.0001867436,0.00006273718,0.0006292162,0.0005771494,0.0002297858],"category_scores_gemma":[0.00003562341,0.001249102,0.0005032272,0.002008002,0.0003857449,0.001005067,0.000008000513,0.002521728,0.00004655118],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007517537,"about_ca_system_score_gemma":0.0008060824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008840362,"about_ca_topic_score_gemma":0.001379304,"domain_scores_codex":[0.9956967,0.0001779794,0.001301098,0.0009522507,0.0004256688,0.001446356],"domain_scores_gemma":[0.9979107,0.0004032283,0.0002619578,0.0009337415,0.0002894395,0.000200968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.007861303,0.00379584,0.00006036312,0.00169443,0.006072511,0.0001560032,0.01714792,0.1640065,0.04571116,0.007632244,0.0005477475,0.745314],"study_design_scores_gemma":[0.004764496,0.001182006,0.00002938935,0.001356843,0.0004418396,0.00003198701,0.005493687,0.8056996,0.1769044,0.000827962,0.001904246,0.001363635],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01897335,0.0005491221,0.9712226,0.0005203323,0.005401064,0.001040958,0.0004268901,0.0002778324,0.001587822],"genre_scores_gemma":[0.9965556,0.001209233,0.0005990257,0.0003171129,0.00001731214,0.0001115885,0.00001685086,0.0001586745,0.001014591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9775823,"threshold_uncertainty_score":0.9997795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003639868140053684,"score_gpt":0.2255865875719065,"score_spread":0.2219467194318528,"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."}}