{"id":"W2968627330","doi":"10.3390/en12163137","title":"Research on an Asymmetric Fault Control Strategy for an AC/AC System Based on a Modular Multilevel Matrix Converter","year":2019,"lang":"en","type":"article","venue":"Energies","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Modular design; Fault (geology); Control theory (sociology); Controller (irrigation); Voltage; Capacitor; Engineering; AC power; Control (management); Computer science; Electrical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008175468,0.0002186051,0.0003108827,0.0005272522,0.0001177284,0.0001376261,0.0002047145,0.0002220196,0.00001473486],"category_scores_gemma":[0.00002805367,0.0001894396,0.00008104336,0.0002848701,0.00001770681,0.0002350982,0.000008053657,0.0002562724,0.0001396973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000202119,"about_ca_system_score_gemma":0.00003165359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004104899,"about_ca_topic_score_gemma":0.00002558774,"domain_scores_codex":[0.9983002,0.00020244,0.000275956,0.000364513,0.0004213606,0.0004355462],"domain_scores_gemma":[0.9989437,0.0002114436,0.00003892596,0.0005263974,0.0001623645,0.0001171942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001606552,0.00005683786,0.00003859511,0.000382212,0.00003523021,0.000004070523,0.00009029558,0.9752062,0.01232879,0.002803998,0.0002345352,0.008658614],"study_design_scores_gemma":[0.00194552,0.001202237,0.0008501077,0.0001250187,0.000007792812,0.00000257776,0.0008988139,0.9865608,0.00615969,0.00001431241,0.002001957,0.0002311989],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555861,0.0001314659,0.03776348,0.00001814596,0.0009891012,0.001757218,0.0001220103,0.0006665383,0.00296594],"genre_scores_gemma":[0.9984065,0.000002163306,0.0002370985,0.0000189734,0.000293234,0.0004218442,0.00003061802,0.00007528641,0.0005142656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04282042,"threshold_uncertainty_score":0.7725124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04115580705016383,"score_gpt":0.3225012663549972,"score_spread":0.2813454593048333,"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."}}