{"id":"W2156372341","doi":"10.1109/pesc.2008.4592610","title":"Soft-switching of a hybrid bi-directional Current Source Converter","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Commutation; Insulated-gate bipolar transistor; Modulation index; Space vector modulation; Computer science; Harmonics; Modulation (music); Support vector machine; Electronic engineering; Power (physics); Electrical engineering; Topology (electrical circuits); Control theory (sociology); Pulse-width modulation; Voltage; Engineering; Physics; Artificial intelligence; Acoustics","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":[0.00005179776,0.0001668569,0.0002306066,0.0001056534,0.00006432135,0.00001021434,0.0001386942,0.00002995276,0.0003266586],"category_scores_gemma":[0.0000093644,0.0001666178,0.0001259523,0.0000852466,0.00002913518,0.0001170023,0.00002529857,0.0001876761,0.0001100288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005109317,"about_ca_system_score_gemma":0.00002490856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001648184,"about_ca_topic_score_gemma":0.00001290257,"domain_scores_codex":[0.9991127,0.000015957,0.0002806789,0.0001778763,0.0001761808,0.0002365534],"domain_scores_gemma":[0.9996194,0.00004056445,0.00004622072,0.0001647532,0.00003985198,0.00008926012],"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":[0.00001689726,0.00003775022,0.01084609,0.00009519498,0.00005999121,0.00000874931,0.0004863958,0.0002253407,0.004307178,0.00000840786,0.01159768,0.9723103],"study_design_scores_gemma":[0.0004734618,0.00002585815,0.0039652,0.00006899639,0.00001692955,0.0000703649,0.00003439436,0.9321488,0.005653742,0.00006343925,0.05718121,0.0002976065],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5094215,0.0003699962,0.4865022,0.00002777353,0.002183966,0.0001175375,0.000008792979,0.0002772744,0.001090989],"genre_scores_gemma":[0.9987959,0.0001917944,0.0004695654,0.00006229275,0.0001602067,0.00001698872,0.00000514938,0.00003401394,0.0002641074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9720127,"threshold_uncertainty_score":0.6794476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02040724217081268,"score_gpt":0.2138823027207977,"score_spread":0.193475060549985,"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."}}