{"id":"W2161165168","doi":"10.1109/apec.2004.1295900","title":"A soft-switched AC-to-DC converter operating in DCM: analysis, design, simulation and experimental results","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Total harmonic distortion; Forward converter; Spice; Ćuk converter; Flyback converter; Electronic engineering; Boost converter; Buck–boost converter; Computer science; Voltage; Electrical engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001106887,0.000165847,0.000217109,0.0001782421,0.00003440726,0.00004335249,0.00006956489,0.00006005471,0.00003243992],"category_scores_gemma":[0.00004092589,0.0001662851,0.00003403033,0.0004427624,0.00001431657,0.0002717842,0.00003292011,0.00008852069,0.00002440938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001857391,"about_ca_system_score_gemma":0.00001184047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000779907,"about_ca_topic_score_gemma":0.00008269507,"domain_scores_codex":[0.9990705,0.00001758131,0.0003035095,0.0002658016,0.0001160171,0.0002266485],"domain_scores_gemma":[0.9996125,0.00008107243,0.0000186338,0.0001743525,0.00001987578,0.00009357747],"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":[0.00002425968,0.00001502371,0.0004115802,0.000004466394,0.00005592818,0.00000709779,0.002109971,0.950124,0.04250189,0.00001266369,0.000006028633,0.004727088],"study_design_scores_gemma":[0.001580541,0.00004026396,0.001966248,0.00001413418,0.00002131839,0.000001117604,0.0004710751,0.9698855,0.02576235,0.00002660461,0.00001617778,0.0002146813],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2384879,0.00005192667,0.7609201,0.0000505393,0.00004315351,0.0002124787,0.000001755948,0.000137766,0.00009437041],"genre_scores_gemma":[0.9735289,0.000001825336,0.0261781,0.0001769122,0.00001950859,0.00002244119,0.00001020426,0.00002319372,0.00003895123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.735041,"threshold_uncertainty_score":0.6780908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01954633926288948,"score_gpt":0.2745569259057231,"score_spread":0.2550105866428337,"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."}}