{"id":"W1984104194","doi":"10.1109/tpel.2012.2201506","title":"Mixed-Signal-Controlled Flyback-Transformer-Based Buck Converter With Improved Dynamic Performance and Transient Energy Recycling","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Flyback transformer; Buck converter; Buck–boost converter; Flyback converter; Leakage inductance; Inductor; Capacitor; Transformer; Forward converter; Control theory (sociology); Boost converter; Engineering; Voltage; Electrical engineering; Electronic engineering; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001731924,0.0003033526,0.0004053432,0.0002763949,0.0002233114,0.0005162802,0.000878329,0.0003386196,0.002807242],"category_scores_gemma":[0.0002495238,0.000135053,0.0002306017,0.0003209411,0.000137235,0.0006038455,0.0002099159,0.0003833736,0.0008628611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002664812,"about_ca_system_score_gemma":0.0001867357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004809515,"about_ca_topic_score_gemma":0.001005971,"domain_scores_codex":[0.9997576,0.00001905744,0.00001556802,0.00004565975,0.0001382634,0.00002377458],"domain_scores_gemma":[0.9998478,0.00002325634,0.00001577085,0.00002543225,0.00007604546,0.00001171609],"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":[0.0004605141,0.0001414913,0.0003790442,0.0003489741,0.0000382147,0.0002924397,0.0001171521,0.004333932,0.8642052,0.002454892,0.001717356,0.1255109],"study_design_scores_gemma":[0.0001250538,0.0006670153,0.002372885,0.00004648657,0.00007026959,0.001582263,0.00005858933,0.1923498,0.779645,0.00152774,0.02148704,0.00006786713],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2650822,0.001350514,0.6959924,0.0002529011,0.000360997,0.0002115037,0.0003140203,0.005623176,0.03081233],"genre_scores_gemma":[0.9235413,0.0002611486,0.06324408,0.0001917533,0.00005412623,0.0000624344,0.0001900155,0.000174603,0.01228045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002807242,"threshold_uncertainty_score":0.009391129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004016023851539946,"score_gpt":0.1831411687955247,"score_spread":0.1791251449439847,"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."}}