{"id":"W2136243519","doi":"10.1109/tpel.2010.2051236","title":"A Three-Phase Reduced-Switch High-Power-Factor Buck-Type Converter","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Buck converter; Ćuk converter; Buck–boost converter; Boost converter; Forward converter; Flyback converter; Integrating ADC; Capacitor; Power factor; Electronic engineering; SINADR; Converters; Engineering; Voltage; Control theory (sociology); Electrical 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007712272,0.0004819523,0.0003682928,0.0002395402,0.0001625333,0.0000609674,0.0003657184,0.0003302722,0.001930115],"category_scores_gemma":[0.000006744955,0.0005118549,0.0001787231,0.0004666722,0.00008583615,0.0003622765,0.00000175505,0.001708934,0.0005704709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000283468,"about_ca_system_score_gemma":0.0001599363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001696829,"about_ca_topic_score_gemma":0.000384344,"domain_scores_codex":[0.9978612,0.00001616831,0.0003891433,0.0004876531,0.0003343747,0.0009114581],"domain_scores_gemma":[0.9986451,0.0000894788,0.00005291665,0.0008409012,0.0001133697,0.0002581962],"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":[0.0003112316,0.0005192543,0.000006879327,0.00003386631,0.0004271898,0.00003048075,0.0005460192,0.001566492,0.8096606,0.0007331239,0.001439436,0.1847254],"study_design_scores_gemma":[0.007171574,0.002638031,0.0001750814,0.00006378222,0.0002633389,0.0001927605,0.00008003133,0.166228,0.7358607,0.002015999,0.08255017,0.002760513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2187815,0.0001232733,0.7750252,0.0001699837,0.004533133,0.0003222984,0.00005099748,0.0007863528,0.0002071623],"genre_scores_gemma":[0.9981554,0.0001089731,0.0009991426,0.0002021333,0.00004988445,0.00005121684,0.000008013308,0.0001727867,0.0002524595],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7793738,"threshold_uncertainty_score":0.9997333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006574310634928857,"score_gpt":0.2343377264344018,"score_spread":0.2277634157994729,"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."}}