{"id":"W4297786882","doi":"10.1109/icecet55527.2022.9872961","title":"Hybrid Parametric Average-Value/Detailed Modeling of Classic HVDC Systems","year":2022,"lang":"en","type":"article","venue":"2022 International Conference on Electrical, Computer and Energy Technologies (ICECET)","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Converters; Parametric statistics; Waveform; Transient (computer programming); Computer science; Parametric model; Commutation; Power (physics); Line (geometry); Electronic engineering; Control theory (sociology); Electric power system; Voltage; Engineering; Electrical engineering; Mathematics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001968945,0.0002325533,0.0003417541,0.0007748911,0.0001677283,0.00009945843,0.0005516337,0.0001076002,0.00004452931],"category_scores_gemma":[0.00002962955,0.0002305318,0.00008295419,0.000572576,0.00004170742,0.0001057946,0.0002385639,0.0005281786,0.000003486655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000260537,"about_ca_system_score_gemma":0.00003554367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001573309,"about_ca_topic_score_gemma":0.000002529952,"domain_scores_codex":[0.9983776,0.00007047374,0.0004554436,0.000375966,0.0004310817,0.0002894007],"domain_scores_gemma":[0.9993932,0.00007113604,0.000111494,0.0002731492,0.0001123063,0.00003873732],"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":[0.00003495165,0.00007587279,0.00006252556,0.00003190753,0.0001623288,0.00001648105,0.00002629282,0.7516595,0.0008227718,0.1438331,0.001050377,0.1022238],"study_design_scores_gemma":[0.0003157542,0.0003466093,0.00001474741,0.00002814456,0.000009594251,0.00006288845,0.00008922087,0.990533,0.0004489817,0.002718889,0.005193258,0.000238914],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.185102,0.002046055,0.7977375,0.0003985619,0.00270613,0.0003110286,0.00005965703,0.002208818,0.00943019],"genre_scores_gemma":[0.9982101,0.0007990905,0.0003857059,0.00002760269,0.00007946949,0.0002139288,0.00002928391,0.00002582407,0.0002289953],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8131081,"threshold_uncertainty_score":0.9400814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842623262730254,"score_gpt":0.2178367264657456,"score_spread":0.1994104938384431,"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."}}