{"id":"W2947959839","doi":"10.1109/apec.2019.8722312","title":"Universal Controllers for PWM Converters: a Normalized Approach","year":2019,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Converters; Control theory (sociology); Pulse-width modulation; Normalization (sociology); Computer science; Buck converter; Electronic engineering; Voltage; Engineering; Control (management)","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":[0.0004821688,0.0006487874,0.0005722702,0.0005201426,0.0003538371,0.001078782,0.001083711,0.0004257441,0.002903582],"category_scores_gemma":[0.001080322,0.0002887149,0.0004501188,0.0005026262,0.000721526,0.001610653,0.0007274142,0.0008872206,0.0007218224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007783679,"about_ca_system_score_gemma":0.0007073325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009312034,"about_ca_topic_score_gemma":0.001242923,"domain_scores_codex":[0.9994174,0.0001225472,0.00003505034,0.0001181339,0.0002760256,0.00003083491],"domain_scores_gemma":[0.9997386,0.00006605965,0.00003348905,0.00006346718,0.0000874434,0.00001082384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009575562,0.0000790594,0.0003346786,0.0003661458,0.00004793046,0.0001346226,0.0002966235,0.2395889,0.04897377,0.3941284,0.002682138,0.3132719],"study_design_scores_gemma":[0.00001587773,0.0001862932,0.0001404095,0.00006967826,0.00002694637,0.0002005376,0.00004593113,0.8718477,0.0160409,0.07667825,0.03471372,0.00003369771],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002913761,0.0004482298,0.9900427,0.00003633272,0.00004482278,0.0000259866,0.00002015979,0.0002646519,0.006203379],"genre_scores_gemma":[0.4869026,0.002557309,0.4931496,0.0002622842,0.0002139276,0.0003068551,0.000174993,0.0002831001,0.01614925],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002903582,"threshold_uncertainty_score":0.009713471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004179752438073524,"score_gpt":0.1732839877621586,"score_spread":0.1691042353240851,"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."}}