{"id":"W2490605610","doi":"10.1109/tpwrd.2006.887097","title":"Dynamic Voltage Collapse Index— Wind Generator Application","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Wind power; Voltage; Generator (circuit theory); Induction generator; Power flow; Electric power system; Engineering; Computer science; Control theory (sociology); Power (physics); Electrical engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001581414,0.0004275468,0.0002931293,0.0008743677,0.0002144706,0.0004094513,0.0004209087,0.0003260551,0.006577391],"category_scores_gemma":[0.0007922631,0.00008973742,0.0001090532,0.001412876,0.0001392489,0.0004844105,0.0003853613,0.000250021,0.001530937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002068916,"about_ca_system_score_gemma":0.0001395166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008842461,"about_ca_topic_score_gemma":0.001041971,"domain_scores_codex":[0.9998117,0.00002471815,0.00001180727,0.00003643399,0.00009850338,0.00001689568],"domain_scores_gemma":[0.9996848,0.00005785002,0.00003180312,0.00003842706,0.0001612422,0.00002591762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004855008,0.0002002255,0.008647871,0.0006460298,0.0000341052,0.0008358301,0.0001124294,0.08072181,0.1547302,0.01108648,0.02550144,0.7169982],"study_design_scores_gemma":[0.00007123316,0.0008634215,0.03436174,0.0002056146,0.0000556391,0.002778316,0.0001832021,0.6925945,0.1224202,0.02392558,0.1224524,0.00008813552],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1651683,0.003165313,0.6709664,0.000709277,0.0003740419,0.0003448482,0.001974048,0.007470138,0.1498276],"genre_scores_gemma":[0.9682629,0.0007253381,0.02103666,0.00006343303,0.0001122711,0.00004788332,0.0007371794,0.0001266352,0.008887681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006577391,"threshold_uncertainty_score":0.02200359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005152111464776834,"score_gpt":0.2054456541289237,"score_spread":0.2002935426641469,"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."}}