{"id":"W3010813583","doi":"10.1109/ojpel.2020.2981653","title":"Power Converters Topological Transformation Using Dual and Isomorphic Principles","year":2020,"lang":"en","type":"article","venue":"IEEE Open Journal of Power Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Converters; Topology (electrical circuits); Dual (grammatical number); Power (physics); Field (mathematics); Power electronics; Transformation (genetics); Process (computing); Electronic circuit; Network topology; Computer science; Mathematics; Engineering; Electrical engineering; Physics","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":[0.0001614526,0.0002736708,0.0002165185,0.0007653401,0.0003907614,0.001103407,0.0003830343,0.0003291019,0.003368621],"category_scores_gemma":[0.0005904923,0.0001594875,0.0003654289,0.0004501819,0.0008365569,0.001597159,0.0008456446,0.0009190899,0.0005701926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002888132,"about_ca_system_score_gemma":0.0002709926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001548866,"about_ca_topic_score_gemma":0.0001566664,"domain_scores_codex":[0.9997522,0.00004110196,0.00001576672,0.00005135154,0.0001157929,0.00002379874],"domain_scores_gemma":[0.9998624,0.00002204796,0.0000161588,0.00005032593,0.00003585888,0.00001304103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003162244,0.0000270031,0.000175784,0.00006839324,0.00001085947,0.0001985613,0.0001698357,0.006100436,0.02356596,0.9023495,0.0008472568,0.06645485],"study_design_scores_gemma":[0.00003414679,0.0001990792,0.0004613815,0.00004481988,0.0000352273,0.001618179,0.0002047151,0.06340968,0.03469462,0.8318927,0.06736574,0.00003978971],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09706448,0.0008023475,0.7848926,0.0004999217,0.000299334,0.00009478659,0.00009334652,0.0004320718,0.1158212],"genre_scores_gemma":[0.8710213,0.001098965,0.1115474,0.0002573483,0.000178294,0.0001222178,0.0001673652,0.0001154107,0.01549174],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003368621,"threshold_uncertainty_score":0.01126915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04500606806843956,"score_gpt":0.2560228981670143,"score_spread":0.2110168300985748,"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."}}