{"id":"W1537711758","doi":"10.1109/icpe.2015.7167918","title":"Soft-switching single stage isolated AC-DC converter for single-phase high power PFC applications","year":2015,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Inductor; Boost converter; Capacitor; Flyback converter; Topology (electrical circuits); Electronic engineering; Converters; Pulse-width modulation; Forward converter; Ćuk converter; Commutation; Computer science; Buck–boost converter; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000102526,0.000287962,0.0002777044,0.0001196051,0.00007899715,0.00007843057,0.0002360401,0.0001316211,0.0001991231],"category_scores_gemma":[0.00004026315,0.0002931359,0.00008486051,0.0002094688,0.00003255122,0.0004569157,0.0000493069,0.0001634791,0.0001960048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002515007,"about_ca_system_score_gemma":0.00002998354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001695855,"about_ca_topic_score_gemma":0.00001806473,"domain_scores_codex":[0.9986382,0.00001218289,0.0003618059,0.0003397409,0.0001735523,0.0004745763],"domain_scores_gemma":[0.998939,0.0001107948,0.00005840601,0.0004829012,0.0001431575,0.0002656821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001959916,0.0006493546,0.00006676844,0.000162317,0.000266753,0.00001651088,0.001711052,0.002146617,0.5340924,0.00381539,0.005995499,0.4508814],"study_design_scores_gemma":[0.005212668,0.0004602442,0.000007353368,0.00002971586,0.00006144952,0.0000175695,0.000762454,0.8290108,0.01738128,0.001510546,0.1446299,0.0009159655],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007988507,0.00008897422,0.9874147,0.0001596012,0.0004593955,0.0007840978,0.00005143339,0.001151696,0.001901596],"genre_scores_gemma":[0.9825318,0.000001796027,0.01527692,0.000355598,0.00008866815,0.0001930772,0.0000731047,0.0001184883,0.001360573],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9745433,"threshold_uncertainty_score":0.9999521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02514336276096358,"score_gpt":0.2585402031333733,"score_spread":0.2333968403724098,"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."}}