{"id":"W2097026685","doi":"10.1109/intlec.2007.4448829","title":"AC-DC quasi-single-stage converters","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Converters; Single stage; Power (physics); sort; Electronic engineering; Computer science; Voltage; Engineering; Electrical engineering; Physics","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":[0.0001941322,0.0002385852,0.0003511585,0.0003614475,0.0003808538,0.0008934928,0.0007577185,0.0003471378,0.0102462],"category_scores_gemma":[0.0003102574,0.0001799077,0.0002236824,0.0006255812,0.0002112957,0.0008018787,0.0001949592,0.0004302379,0.0029834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003059737,"about_ca_system_score_gemma":0.0002462479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003928109,"about_ca_topic_score_gemma":0.0009371958,"domain_scores_codex":[0.9997874,0.00002142278,0.00001785116,0.000039708,0.000117113,0.00001643246],"domain_scores_gemma":[0.9997371,0.00005607545,0.00001756742,0.00004110534,0.0001353524,0.00001285225],"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":[0.0003267142,0.0001496912,0.001001869,0.001621141,0.00004667493,0.0003692191,0.0002037687,0.005677937,0.502337,0.03951002,0.009416439,0.4393394],"study_design_scores_gemma":[0.000129479,0.00136369,0.005503027,0.0002022824,0.0001117615,0.004272214,0.0001911155,0.1250486,0.4889806,0.01759795,0.3565096,0.00008983698],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07623401,0.006905141,0.7994483,0.000505314,0.001003494,0.0005890543,0.0008122216,0.002036534,0.1124659],"genre_scores_gemma":[0.7661359,0.00527986,0.156122,0.0003322886,0.00036162,0.0002558913,0.0004508837,0.00008118209,0.07098042],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0102462,"threshold_uncertainty_score":0.03427702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01363095001835071,"score_gpt":0.2229657833740856,"score_spread":0.2093348333557349,"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."}}