{"id":"W2979564576","doi":"10.1109/tte.2019.2946492","title":"A Three-Phase Single-Stage Isolated Flyback-Based PFC Converter With Leakage Energy Recovery Clamping Circuit","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Transportation Electrification","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Leakage inductance; Flyback converter; Clamping; Buck–boost converter; Power factor; Boost converter; Flyback transformer; Forward converter; Engineering; Electronic engineering; Buck converter; Electrical engineering; Control theory (sociology); Inductance; Transformer; Voltage; Computer science; Mechanical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001419518,0.0003593396,0.0005066461,0.0003347649,0.0004490594,0.0005094354,0.0009503143,0.0004394272,0.002641854],"category_scores_gemma":[0.0001839787,0.0001476103,0.0003335588,0.0003689704,0.0001853616,0.0005561241,0.0001499171,0.0005282558,0.0006340729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003686345,"about_ca_system_score_gemma":0.0005353009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001256522,"about_ca_topic_score_gemma":0.001403653,"domain_scores_codex":[0.9998322,0.00001076951,0.00001010285,0.00004061039,0.00008961974,0.00001672618],"domain_scores_gemma":[0.9998747,0.00001842513,0.00001609312,0.00001732131,0.00006308006,0.00001034938],"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":[0.0004593685,0.0002873249,0.001126905,0.0007605985,0.00008484167,0.0008905244,0.0002569064,0.02250678,0.5883631,0.00674303,0.003051843,0.3754688],"study_design_scores_gemma":[0.000236345,0.001174139,0.002398157,0.00009318684,0.0001315994,0.00368999,0.00008661285,0.5010078,0.4623966,0.003219702,0.02548607,0.00007995337],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09390798,0.0007688899,0.8915449,0.0001975793,0.0001741742,0.0001935072,0.0001324272,0.002903627,0.01017677],"genre_scores_gemma":[0.9130512,0.0003885535,0.08020739,0.0001298713,0.00005362316,0.00006771295,0.0001187792,0.00006097307,0.00592185],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002641854,"threshold_uncertainty_score":0.008837879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01210179924314624,"score_gpt":0.2035006629633641,"score_spread":0.1913988637202178,"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."}}