{"id":"W2013576850","doi":"10.1109/pes.2011.6039091","title":"Commutation failure analysis in multi-infeed HVDC systems","year":2011,"lang":"en","type":"article","venue":"","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Teshmont (Canada); Manitoba Hydro; University of Manitoba","funders":"","keywords":"Commutation; Converters; Control theory (sociology); Distortion (music); Parameterized complexity; Voltage; Commutation cell; Engineering; Computer science; Electronic engineering; Electrical engineering; Algorithm; Power factor","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":[0.0001597005,0.00008263156,0.0001619631,0.0002662602,0.00002090434,0.00002205491,0.00005601938,0.00008475066,0.00006881083],"category_scores_gemma":[0.000005936922,0.00007488363,0.00004876657,0.0005633213,0.000005283754,0.0001260696,0.000006178433,0.00008598053,0.00007431251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005371649,"about_ca_system_score_gemma":0.000002497909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004746672,"about_ca_topic_score_gemma":0.004485704,"domain_scores_codex":[0.9994754,0.00003187114,0.0002267161,0.00008939611,0.00005698809,0.0001196532],"domain_scores_gemma":[0.9997627,0.000008438055,0.00002183668,0.0001502351,0.00002499431,0.00003185538],"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":[0.00002528431,0.0002520829,0.3068989,0.0005950593,0.001920534,0.00003817911,0.01766507,0.6369727,0.0222622,0.004653148,0.0008982547,0.007818579],"study_design_scores_gemma":[0.0004071674,0.00001543592,0.06392957,0.00002443163,0.00005922579,0.00000341647,0.001360367,0.9323775,0.001054592,0.000008248509,0.0005717873,0.0001882757],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3817341,0.0001529325,0.6059082,0.000007164213,0.0003288733,0.0004242849,0.000003947453,0.0005482239,0.01089228],"genre_scores_gemma":[0.9980763,0.000003290341,0.001645049,0.000003060587,0.00001648361,0.00005259311,0.000007636494,0.00001183336,0.0001837116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6163423,"threshold_uncertainty_score":0.717558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03262130165649806,"score_gpt":0.2238892404126281,"score_spread":0.19126793875613,"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."}}