{"id":"W2891985903","doi":"10.1109/compel.2018.8460152","title":"A Multi-Output Hybrid Divided Power Converter for LED Lighting Applications","year":2018,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Inductor; Buck converter; Boost converter; Buck–boost converter; Capacitor; Power (physics); Ćuk converter; Switched capacitor; Electronic engineering; Computer science; Electrical engineering; Engineering; Voltage; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005624678,0.0001586749,0.0001545756,0.00006338133,0.00008861813,0.00002824395,0.0001612282,0.00003986743,0.0001817248],"category_scores_gemma":[0.00002438672,0.0001525314,0.00007111682,0.00008514277,0.00004842984,0.0001591234,0.0000339229,0.00006616857,0.0004507867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005152581,"about_ca_system_score_gemma":0.000009241334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004336399,"about_ca_topic_score_gemma":0.00001455483,"domain_scores_codex":[0.999185,0.000004846911,0.0002063889,0.0002242869,0.00007523187,0.0003042437],"domain_scores_gemma":[0.9994068,0.00008277767,0.00002475991,0.0003127523,0.00008742029,0.00008548249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005479856,0.0001713611,0.001073924,0.0002441637,0.0004488437,0.000005505466,0.001959197,0.0001727382,0.1588091,0.00323334,0.03245896,0.8013681],"study_design_scores_gemma":[0.001237552,0.00004277238,0.0003414663,0.00001585328,0.00002323054,0.000006555666,0.00009588384,0.8230073,0.02193889,0.0002753342,0.1526261,0.0003890386],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002812762,0.00003444758,0.9931987,0.0001088436,0.0002853659,0.0006102968,0.00001358162,0.0006936649,0.002242342],"genre_scores_gemma":[0.9410719,0.000002601326,0.05635541,0.000328506,0.0001377554,0.0003566079,0.00001153552,0.00005579325,0.001679852],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9382592,"threshold_uncertainty_score":0.622005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291321864427708,"score_gpt":0.2433427301901371,"score_spread":0.2304295115458601,"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."}}