{"id":"W4312946966","doi":"10.1109/pesgm48719.2022.9916595","title":"Synchrophasor Assisted Power Swing Detection Scheme for Wind Integrated Transmission Network","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Power & Energy Society General Meeting (PESGM)","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Phasor; Swing; Electric power system; Wind power; Real Time Digital Simulator; Voltage; Computer science; Electric power transmission; Fault (geology); Engineering; Electronic engineering; Power (physics); Electrical engineering","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001355983,0.0005431915,0.0005312833,0.0001070485,0.001466321,0.0001288951,0.0003188549,0.0003514039,0.000408866],"category_scores_gemma":[0.00004253081,0.0005793989,0.0007189728,0.001050957,0.00004347157,0.000195401,0.00007256703,0.0007771666,0.000009749553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007661695,"about_ca_system_score_gemma":0.00006573257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003481029,"about_ca_topic_score_gemma":0.00009152505,"domain_scores_codex":[0.9966736,0.0002911423,0.0007953736,0.0007162581,0.0006020639,0.0009215633],"domain_scores_gemma":[0.9988816,0.0001084763,0.0002098214,0.0004441864,0.0001445681,0.0002113815],"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":[0.00007353444,0.00005663514,0.00002837927,0.00006895402,0.0002999645,0.000002218929,0.001009362,0.4129281,0.5570584,0.00002595807,0.02056914,0.007879363],"study_design_scores_gemma":[0.00121302,0.0001978359,0.00005104943,0.0001180396,0.00007303876,0.0000546589,0.0005459969,0.2239234,0.01512932,0.00006677664,0.7577264,0.0009004266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4495135,0.002657077,0.5373495,0.0001359915,0.007289825,0.0006696467,0.00006836005,0.001266895,0.001049188],"genre_scores_gemma":[0.9627367,0.0000884074,0.03115457,0.0003014129,0.001038904,0.0006264655,0.0002174009,0.0002782741,0.003557866],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7371573,"threshold_uncertainty_score":0.9998336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01312907478280264,"score_gpt":0.2255040697921133,"score_spread":0.2123749950093107,"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."}}