{"id":"W2144852060","doi":"10.1109/tie.2007.892742","title":"Series&amp;ndash;Parallel Resonant Converter in Self-Sustained Oscillation Mode With the High-Frequency Transformer-Leakage-Inductance Effect: Analysis, Modeling, and Design","year":2007,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Leakage inductance; Inductance; Transformer; Electronic engineering; Equivalent series inductance; Control theory (sociology); Resonant converter; Computer science; Electronic circuit; Engineering; Voltage; Electrical engineering","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":[0.001006368,0.0005136279,0.0006377449,0.0004087034,0.0001379877,0.000066997,0.0002791682,0.0003634765,0.00001360231],"category_scores_gemma":[0.00003943369,0.0003972559,0.00009119057,0.001619135,0.00008305753,0.0005161247,0.00001164382,0.0009768648,0.000007884177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007618535,"about_ca_system_score_gemma":0.0002033562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009197226,"about_ca_topic_score_gemma":0.003552901,"domain_scores_codex":[0.9972318,0.0001384642,0.0006029074,0.0005243208,0.000435965,0.001066571],"domain_scores_gemma":[0.9989408,0.0002218416,0.0001078923,0.0004723316,0.0001046415,0.0001525481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003907505,0.0001088288,0.001489068,0.0001125509,0.001660479,0.0001067201,0.001913046,0.8834814,0.04729643,0.003250272,0.0004913691,0.05618226],"study_design_scores_gemma":[0.005716464,0.0006204545,0.000167378,0.00004429368,0.000556062,0.00003692755,0.00006202162,0.9878655,0.00172524,0.001287428,0.001113623,0.0008045706],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.253728,0.0005161362,0.7438588,0.0003445921,0.0001578279,0.001013703,0.000008005594,0.0002419751,0.000130989],"genre_scores_gemma":[0.9946501,0.0003275302,0.004488892,0.00005009947,0.0001945592,0.00007081991,0.00003328523,0.00009001776,0.00009464361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7409222,"threshold_uncertainty_score":0.9998479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233552487654659,"score_gpt":0.2276759401111159,"score_spread":0.2153404152345693,"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."}}