{"id":"W2342190714","doi":"10.1109/tie.2016.2555279","title":"A Novel Multilevel Multioutput Bidirectional Active Buck PFC Rectifier","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rectifier (neural networks); Harmonics; Inductor; Power factor; Voltage; Precision rectifier; Total harmonic distortion; Waveform; Peak inverse voltage; Electronic engineering; Control theory (sociology); Electrical engineering; Engineering; Topology (electrical circuits); Computer science; Voltage optimisation","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001080668,0.0003637016,0.0002859131,0.0002842746,0.0001912533,0.00002662593,0.000197724,0.0004277734,0.0003199237],"category_scores_gemma":[0.00003192957,0.0003226936,0.0001864578,0.0003806229,0.00007724232,0.0003755613,0.00000135918,0.0009160767,0.0001836246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001280786,"about_ca_system_score_gemma":0.0001813035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003500779,"about_ca_topic_score_gemma":0.0001550943,"domain_scores_codex":[0.9981764,0.00003798353,0.0003614092,0.0004308541,0.0003169663,0.0006763906],"domain_scores_gemma":[0.9989854,0.0003486006,0.00006200848,0.000341913,0.00009245033,0.0001696063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002821954,0.0001304951,0.000001468843,0.000003904549,0.0002280801,0.000001769272,0.00008141891,0.01087601,0.1025273,0.00006304767,0.0004508056,0.8853534],"study_design_scores_gemma":[0.0123514,0.0006060383,0.00006768793,0.0002045261,0.0001957267,0.00009936707,0.0000862012,0.1009162,0.8191383,0.0004257569,0.06430531,0.00160353],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01244038,0.00003223986,0.9823819,0.0002799091,0.00326912,0.0004114042,0.000218057,0.0007068706,0.0002601436],"genre_scores_gemma":[0.9961184,0.0001670495,0.0009392462,0.00005424959,0.0003794893,0.0001782985,0.000004805916,0.0001151618,0.002043344],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.983678,"threshold_uncertainty_score":0.9999225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03293116065387216,"score_gpt":0.2341674002131464,"score_spread":0.2012362395592742,"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."}}