{"id":"W2966015493","doi":"10.1109/compel.2019.8769706","title":"Generalized DC-DC-AC MMC Structure for MVDC and HVDC Applications","year":2019,"lang":"en","type":"article","venue":"","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Electrical engineering; Computer science; Electronic engineering; Engineering","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":[0.00007406755,0.00031643,0.0002377563,0.0003640583,0.000269303,0.0004397176,0.0005586586,0.0003511173,0.005768253],"category_scores_gemma":[0.0001187654,0.00008527426,0.000178018,0.0004853499,0.0001552134,0.0003204978,0.0002615245,0.00053467,0.001091511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002790802,"about_ca_system_score_gemma":0.0002893892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005651445,"about_ca_topic_score_gemma":0.001217295,"domain_scores_codex":[0.9999174,0.00001070769,0.000005908737,0.00001665124,0.00003833259,0.00001085383],"domain_scores_gemma":[0.9999038,0.000006877347,0.00001157724,0.00002289585,0.00004727992,0.000007563077],"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":[0.0002623115,0.0001187425,0.001008116,0.0008567505,0.00006269343,0.0005747391,0.0001804418,0.06009708,0.3993945,0.06010693,0.01564957,0.4616882],"study_design_scores_gemma":[0.0001702557,0.001084746,0.00479437,0.0001849069,0.00009906825,0.002657221,0.0001168103,0.5161151,0.255914,0.02328814,0.1954769,0.00009844184],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07476817,0.001292086,0.8803231,0.0003319297,0.0002799635,0.000299096,0.000746422,0.003574945,0.0383843],"genre_scores_gemma":[0.8741105,0.0004231368,0.1160895,0.0001571421,0.0001019281,0.0001800899,0.0006013829,0.00009871292,0.008237677],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005768253,"threshold_uncertainty_score":0.01929671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006109319639944246,"score_gpt":0.213953768786893,"score_spread":0.2078444491469488,"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."}}