{"id":"W3037765018","doi":"10.1109/apec39645.2020.9124381","title":"An SVM Strategy with Two-step Commutation for Isolated AC-DC Matrix Converter","year":2020,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Commutation; Control theory (sociology); Computer science; Pulse-width modulation; Voltage; Power (physics); Commutation cell; Support vector machine; Engineering; Electrical engineering; Artificial intelligence; Physics; Power factor","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":[0.0001756248,0.0004657407,0.0004387627,0.0003355079,0.0003913849,0.0004195365,0.0005986617,0.0003130981,0.001882319],"category_scores_gemma":[0.0002139587,0.0001136337,0.0001533071,0.0002747162,0.0002193004,0.0004892871,0.0002489024,0.0003501494,0.0004505105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002449135,"about_ca_system_score_gemma":0.0003358934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005506164,"about_ca_topic_score_gemma":0.0007490491,"domain_scores_codex":[0.9997922,0.00003005885,0.00002229774,0.00006022721,0.00007542767,0.00001988632],"domain_scores_gemma":[0.9998697,0.0000208302,0.00002410688,0.0000159658,0.00005427752,0.00001522195],"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":[0.000599145,0.0003626278,0.001064502,0.0004773763,0.0000455356,0.0004329165,0.0003521782,0.021349,0.3699582,0.01201813,0.002460302,0.5908801],"study_design_scores_gemma":[0.0001591642,0.001344129,0.002037387,0.00005029163,0.00004965099,0.0009636582,0.0000956307,0.8296601,0.1498543,0.004994344,0.01075134,0.00004003023],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08845644,0.000628638,0.9032248,0.0001552974,0.0001530035,0.0001509962,0.00003222295,0.0009199805,0.00627874],"genre_scores_gemma":[0.9385489,0.0001403412,0.05888287,0.00007475544,0.00003378766,0.00005988454,0.00003077903,0.00002478321,0.002203945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001882319,"threshold_uncertainty_score":0.006296992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317469303044199,"score_gpt":0.257484418928115,"score_spread":0.244309725897673,"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."}}