{"id":"W2077839022","doi":"10.1109/apec.2013.6520233","title":"Sensorless control of a boost PFC AC/DC converter with a very fast transient response","year":2013,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Queen's University","funders":"","keywords":"Ripple; Boost converter; Control theory (sociology); Transient response; Inductor; Computer science; Ćuk converter; Transient (computer programming); Buck–boost converter; Voltage; Forward converter; Flyback converter; Observability; Electronic engineering; Engineering; Control (management); Electrical engineering; Mathematics","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":[0.00007406505,0.0002163867,0.000314915,0.0001018884,0.00002035595,0.00001873457,0.0001239462,0.00006672283,0.0005204362],"category_scores_gemma":[0.00001141539,0.0001734518,0.00006597082,0.0001256934,0.0000871691,0.0002452809,0.000009476329,0.0001283318,0.0001757184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006241647,"about_ca_system_score_gemma":0.00002324015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004414935,"about_ca_topic_score_gemma":0.00002863826,"domain_scores_codex":[0.9989997,0.00004257044,0.0002544174,0.000191867,0.0001886844,0.000322719],"domain_scores_gemma":[0.9992591,0.0001665556,0.00003066266,0.0003337003,0.00008377549,0.0001262123],"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":[0.004115305,0.0001649118,0.002359784,0.0003621556,0.000741803,0.0001122559,0.004699746,0.008670114,0.8764668,0.0003574576,0.002665068,0.0992846],"study_design_scores_gemma":[0.009845736,0.0005353699,0.02133072,0.0001765661,0.0001123993,0.00008682808,0.002027842,0.9112762,0.04724612,0.00004753968,0.006289385,0.001025243],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4692681,0.00004194909,0.5288821,0.0002445214,0.00010172,0.0004037819,0.00001618636,0.0002115584,0.0008300873],"genre_scores_gemma":[0.9980004,0.000006263227,0.0009782594,0.0002537457,0.000016482,0.00005800656,0.000002156756,0.00005151837,0.0006332131],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9026061,"threshold_uncertainty_score":0.7073158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003675305362469183,"score_gpt":0.1715875042103382,"score_spread":0.167912198847869,"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."}}