{"id":"W2944549214","doi":"10.1049/iet-pel.2018.6362","title":"New modulation scheme and voltage balancing control of modular multilevel converters for modern electric ships","year":2019,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Modular design; Converters; Modulation (music); Scheme (mathematics); Voltage; Computer science; Electronic engineering; Control (management); Control theory (sociology); Engineering; Electrical engineering; Physics; Mathematics; Artificial intelligence","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":[0.0001908785,0.0001678284,0.0002757981,0.00009405603,0.00003066529,0.00002218829,0.00007488539,0.0001497695,0.00001070721],"category_scores_gemma":[0.00001935816,0.0001779052,0.00006770614,0.0001063765,0.000005214324,0.0001706632,0.000006497104,0.0001698268,0.000005917889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001297258,"about_ca_system_score_gemma":0.00004855478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002894015,"about_ca_topic_score_gemma":0.000007521797,"domain_scores_codex":[0.9990053,0.00001290024,0.0002709925,0.0002103832,0.0001379447,0.0003625284],"domain_scores_gemma":[0.9995726,0.00004293387,0.00006912755,0.0001894597,0.00006102662,0.00006486684],"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":[0.00006116313,0.00001062932,0.0008623088,0.0001661996,0.0001076702,2.177105e-7,0.0002757526,0.02338817,0.9602897,0.0008880443,0.00010478,0.01384538],"study_design_scores_gemma":[0.00167779,0.0001830963,0.001229892,0.00002815278,0.00001613662,0.000004759203,0.00001062813,0.97369,0.02083782,0.0006404002,0.001490816,0.0001905126],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3965867,0.001265214,0.6012529,0.00000947327,0.0001571855,0.0005814361,0.000006339402,0.00008480434,0.00005595837],"genre_scores_gemma":[0.9987656,0.00003736596,0.0009104588,0.00001677419,0.00004800073,0.00003006679,0.000007921191,0.00004779803,0.0001360116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9503018,"threshold_uncertainty_score":0.7254763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004258520443171542,"score_gpt":0.1914653767045037,"score_spread":0.1872068562613322,"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."}}