{"id":"W4394862950","doi":"10.1109/tpwrd.2024.3388892","title":"An Investigation of Frequency and Electromagnetic Transient Responses on a VSC-HVDC Cable Network","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Transient (computer programming); Transient analysis; Electrical engineering; Emtp; Engineering; Transient response; Electronic engineering; Electric power system; Computer science; Physics; Power (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":[0.0001769131,0.0001614742,0.0001538792,0.0002185971,0.00008688981,0.00004714203,0.0000530817,0.0001192831,0.00007336472],"category_scores_gemma":[0.000001013969,0.0001615382,0.0000627949,0.000338826,0.00004070035,0.0002189724,1.818248e-7,0.000248811,0.00001944339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007627061,"about_ca_system_score_gemma":0.00003513928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000175204,"about_ca_topic_score_gemma":0.00007093718,"domain_scores_codex":[0.9990805,0.00007673549,0.0002515346,0.0002290367,0.0001584369,0.0002037725],"domain_scores_gemma":[0.9995973,0.00007726001,0.00001591703,0.0001906462,0.00003190652,0.00008693794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002321472,0.00008427809,0.00002254264,0.000397699,0.0001847731,0.00003139419,0.003640849,0.3352252,0.6444817,0.0002048588,0.00083989,0.01465462],"study_design_scores_gemma":[0.002036087,0.01234123,0.007008319,0.003050814,0.0004946431,0.0003141022,0.0007242537,0.517473,0.4486439,0.0017973,0.004075156,0.002041199],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8659191,0.0009910796,0.1311941,0.0000372601,0.0008818836,0.0002710347,0.00002757195,0.0003384454,0.0003395714],"genre_scores_gemma":[0.9989935,0.0002116071,0.00049946,0.00003039516,0.00004325634,0.00005896458,0.000002198211,0.0000379006,0.0001227685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1958378,"threshold_uncertainty_score":0.6587335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008263792259141279,"score_gpt":0.2080049291155865,"score_spread":0.1997411368564453,"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."}}