{"id":"W4205411452","doi":"10.1109/pesgm46819.2021.9638208","title":"A Modified PUTT Scheme for Transmission Lines Connecting DFIG-Based Wind Farm","year":2021,"lang":"en","type":"article","venue":"2021 IEEE Power &amp; Energy Society General Meeting (PESGM)","topic":"Islanding Detection in Power Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Crowbar; Relay; Induction generator; Wind power; Electric power transmission; Transmission (telecommunications); Fault (geology); Control theory (sociology); Doubly fed electric machine; Grid; Turbine; Computer science; Engineering; Electrical engineering; Power (physics); AC power; Voltage; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008275842,0.0006436933,0.0006988752,0.0001151397,0.0006062613,0.000264938,0.000333319,0.0005745199,0.0001479483],"category_scores_gemma":[0.0001914313,0.0007004763,0.0009193423,0.000716101,0.000056116,0.0001314634,0.00004736718,0.0004598729,0.000023993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003000385,"about_ca_system_score_gemma":0.0001454722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001231855,"about_ca_topic_score_gemma":0.0001592483,"domain_scores_codex":[0.9964835,0.0001818474,0.0009250448,0.0008860077,0.0005395078,0.0009841106],"domain_scores_gemma":[0.9980711,0.0003845136,0.0001953339,0.0006699844,0.0004166086,0.0002624673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003185134,0.0000649419,0.00004941812,0.0002824916,0.0003524098,0.000007107154,0.001583582,0.520866,0.4603943,0.0001361972,0.01435218,0.001879539],"study_design_scores_gemma":[0.001772584,0.00004447745,0.000004995608,0.0004028706,0.00008377581,0.00003451443,0.0003022974,0.3398646,0.2384656,0.00009384203,0.4179668,0.0009637271],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2732532,0.002710395,0.7110168,0.0004262778,0.008130914,0.0003082683,0.00007656287,0.0009757774,0.003101807],"genre_scores_gemma":[0.8674192,0.0001480377,0.1211092,0.0005802431,0.002875247,0.0001809007,0.0003359111,0.0004057598,0.006945569],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.594166,"threshold_uncertainty_score":0.9995446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02122203210486127,"score_gpt":0.2463902515442669,"score_spread":0.2251682194394056,"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."}}