{"id":"W2113647315","doi":"10.1109/apec.2006.1620569","title":"Design Considerations for a New Ac-Dc Single-Stage Flyback Converter","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Flyback converter; Converters; Buck–boost converter; Buck converter; Ćuk converter; Forward converter; Flyback transformer; Boost converter; Electronic engineering; Computer science; Voltage; Electrical engineering; Engineering; Transformer","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":[0.0002362184,0.0002544704,0.0004112069,0.0003287648,0.00032134,0.0007192845,0.0006765869,0.0005777766,0.003577766],"category_scores_gemma":[0.000232259,0.0001748543,0.0002344418,0.000195277,0.0001305961,0.000629545,0.0001232223,0.0004431274,0.00102158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002546175,"about_ca_system_score_gemma":0.0003275078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004201791,"about_ca_topic_score_gemma":0.0007113927,"domain_scores_codex":[0.9998212,0.00001589217,0.00001281163,0.00003089761,0.0001051092,0.00001417269],"domain_scores_gemma":[0.9998922,0.00001842203,0.000008652193,0.000007595755,0.000062356,0.00001072821],"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":[0.0003808671,0.0001197263,0.0007604204,0.000834986,0.00005593913,0.001011731,0.0001873734,0.01488773,0.5911824,0.02986031,0.003784151,0.3569345],"study_design_scores_gemma":[0.0004123144,0.00207675,0.002920329,0.0002331257,0.0002057034,0.008258495,0.0001666009,0.4268415,0.3929641,0.01483011,0.150965,0.000126063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04705435,0.001764445,0.9284898,0.0004900252,0.0004096157,0.0002384241,0.0001216183,0.001197647,0.02023406],"genre_scores_gemma":[0.6613699,0.001714047,0.299614,0.0004301446,0.0003029842,0.0002287825,0.0002220611,0.00006707381,0.03605105],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003577766,"threshold_uncertainty_score":0.01196885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04304302867054619,"score_gpt":0.2309177577713503,"score_spread":0.1878747291008041,"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."}}