{"id":"W2540083768","doi":"10.1109/powercon.2012.6401277","title":"Limitations of assigning general critical values to voltage stability indices in Voltage-Stability-Constrained optimal power flows","year":2012,"lang":"en","type":"article","venue":"","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Control theory (sociology); Voltage source; Jacobian matrix and determinant; Electric power system; Context (archaeology); Mathematical optimization; Computer science; Singular value; Singular value decomposition; Mathematics; Voltage; Power (physics); Applied mathematics; Eigenvalues and eigenvectors; Engineering; Algorithm; 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":[0.007142927,0.001083486,0.001548692,0.0008517543,0.0004563838,0.001510501,0.001445451,0.0009876183,0.0008297362],"category_scores_gemma":[0.02809436,0.0005651994,0.0005635759,0.001175013,0.001409566,0.002603007,0.001370579,0.001760754,0.0002088405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000846813,"about_ca_system_score_gemma":0.001192475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003302017,"about_ca_topic_score_gemma":0.002908383,"domain_scores_codex":[0.994993,0.002613718,0.0004522794,0.0004443067,0.001291945,0.0002048145],"domain_scores_gemma":[0.985276,0.01051577,0.00120825,0.001468424,0.001421452,0.0001101106],"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":[0.0001171961,0.00006044775,0.001536052,0.0004699268,0.00005985382,0.0001070676,0.0002702297,0.8166128,0.004353982,0.06534018,0.0009918439,0.1100804],"study_design_scores_gemma":[0.00002489706,0.00008824192,0.0004929292,0.0001369027,0.00001788131,0.00006674145,0.00008509815,0.9468612,0.003713813,0.04559297,0.002883023,0.00003621348],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03225822,0.0009119448,0.9601514,0.0003717172,0.00007557473,0.0001104824,0.00006213792,0.0001872831,0.00587107],"genre_scores_gemma":[0.7612607,0.00128117,0.2360077,0.0001416942,0.0001195829,0.0002360576,0.0001203842,0.0001573552,0.0006752662],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007142927,"threshold_uncertainty_score":0.03777587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05347319165522908,"score_gpt":0.2703470099978988,"score_spread":0.2168738183426698,"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."}}