{"id":"W2587960484","doi":"10.1109/ecce.2016.7855167","title":"Hybrid bidirectional AC/AC multilevel converter","year":2016,"lang":"en","type":"article","venue":"","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Capacitor; Modular design; Thyristor; Inductor; Topology (electrical circuits); Computer science; Electronic engineering; Voltage; Power (physics); Electrical engineering; Control theory (sociology); Engineering; Control (management); 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005987141,0.00007801946,0.00007501063,0.00004164647,0.00002871812,0.00001253606,0.00004098787,0.00003792082,0.0008954444],"category_scores_gemma":[0.000009219545,0.00004948423,0.00002917943,0.00002536029,0.00001030689,0.0001227458,0.000007994135,0.00003816481,0.001031658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004795735,"about_ca_system_score_gemma":0.000005118819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005705455,"about_ca_topic_score_gemma":0.000008663268,"domain_scores_codex":[0.9995661,0.000007930755,0.0001160237,0.00009995906,0.00008169255,0.0001283382],"domain_scores_gemma":[0.9998032,0.00002122895,0.00000895776,0.00009836948,0.00002421978,0.00004402535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001337403,0.00002943835,0.001378896,0.00006288729,0.000114471,0.000007962788,0.0001140507,0.0001813281,0.3642284,0.0008590325,0.05895872,0.5740515],"study_design_scores_gemma":[0.001752316,0.00007140792,0.01895465,0.0001278851,0.000009221317,0.0001475832,0.00003506858,0.1110397,0.2425257,0.0005431403,0.6241064,0.0006869003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2069256,0.00007348887,0.7582943,0.00017877,0.002185416,0.0002539772,0.00002615997,0.001227832,0.03083445],"genre_scores_gemma":[0.9900805,0.00001061131,0.000283162,0.0000274892,0.0002213361,0.00003264298,0.000001002994,0.00001723633,0.009326026],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7831549,"threshold_uncertainty_score":0.9997461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01095495407585923,"score_gpt":0.199701616208087,"score_spread":0.1887466621322278,"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."}}