{"id":"W2077148637","doi":"10.1109/tpwrs.2014.2362923","title":"A Novel Adaptive Wide Area PSS Based on Output-Only Modal Analysis","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Power Systems","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China; University of Saskatchewan","keywords":"Adaptability; Electric power system; Computer science; Modal; Control theory (sociology); Modal analysis; Control engineering; Adaptive control; Grid; Power (physics); Engineering; Control (management); Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004005031,0.0003655432,0.0005737311,0.0005847338,0.000148646,0.0001007991,0.0002194976,0.0001956657,0.0001185478],"category_scores_gemma":[0.00001281483,0.0003503426,0.000381995,0.0009183252,0.00003886623,0.0001405604,6.686217e-7,0.0002852862,0.0001170538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000262765,"about_ca_system_score_gemma":0.00004380659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000107665,"about_ca_topic_score_gemma":0.0001791522,"domain_scores_codex":[0.9979961,0.000148189,0.0005572445,0.0004573758,0.0004735239,0.0003675586],"domain_scores_gemma":[0.9984758,0.0002941342,0.00008070173,0.000798922,0.0001293365,0.0002210689],"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":[0.00005525158,0.0001597449,0.0001142031,0.00004653016,0.0003782428,0.00000139693,0.0002247434,0.9985489,0.00006738768,0.00008933456,0.0002249917,0.00008926273],"study_design_scores_gemma":[0.0006905432,0.0001636183,0.0006948329,0.00007830185,0.0002017968,0.000004461759,0.0001194403,0.9951985,0.0002598897,0.00000126808,0.002220663,0.0003666455],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001889781,0.00002386984,0.9824008,0.00005158639,0.002492388,0.0004265993,0.0002394118,0.0006260082,0.01184951],"genre_scores_gemma":[0.9984534,0.000001757841,0.0005827517,0.00009782963,0.000007758831,0.0001112173,0.000008977333,0.00005732902,0.0006789778],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9965636,"threshold_uncertainty_score":0.9998949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01522553608424252,"score_gpt":0.2049750709789359,"score_spread":0.1897495348946934,"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."}}