{"id":"W2296699648","doi":"10.1016/j.epsr.2016.02.029","title":"Interactions studies of HVDC–MMC link embedded in an AC grid","year":2016,"lang":"en","type":"article","venue":"Electric Power Systems Research","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Converters; Modular design; Grid; Voltage source; Topology (electrical circuits); Parametric statistics; Electronic engineering; Computer science; Link (geometry); Voltage; Engineering; Electrical engineering; Mathematics; Computer network","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":[0.001919095,0.0001521089,0.0003662168,0.0009767119,0.00008556028,0.00004193293,0.0002452703,0.0001227637,0.0000297116],"category_scores_gemma":[0.0003513957,0.0001087741,0.00005270178,0.001333682,0.00004390624,0.0003570984,0.00004092536,0.0004347543,0.0001185785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004986487,"about_ca_system_score_gemma":0.00006102791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002537687,"about_ca_topic_score_gemma":0.0001661998,"domain_scores_codex":[0.9975981,0.0004551676,0.0005642551,0.0002725972,0.0005296151,0.0005802807],"domain_scores_gemma":[0.9986072,0.0003766972,0.00005392014,0.0004294859,0.0004294272,0.0001033001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001070437,0.0001592251,0.002029335,0.0007966643,0.0003158358,0.0000446495,0.004587318,0.0009653894,0.948998,0.0008599673,0.01268118,0.02845537],"study_design_scores_gemma":[0.01068327,0.007895401,0.02958013,0.01198972,0.00007171235,0.0006525267,0.02364559,0.125965,0.3663562,0.001218302,0.4178783,0.004063885],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738424,0.009790472,0.005090078,0.0001795598,0.003402358,0.001522145,0.00001772477,0.0003257501,0.005829554],"genre_scores_gemma":[0.9977441,0.0002967304,0.00001693284,0.000001163791,0.0003169282,0.0003018394,0.000001205403,0.00003825063,0.001282877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5826418,"threshold_uncertainty_score":0.443568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029461972476221,"score_gpt":0.4110531690080962,"score_spread":0.3081069717604742,"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."}}