{"id":"W2094735185","doi":"10.1002/etep.4450130205","title":"An economic parallel processing technology for faster than real‐time transient stability simulation","year":2003,"lang":"en","type":"article","venue":"European Transactions on Electrical Power","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université de Sherbrooke; Polytechnique Montréal; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Transient (computer programming); Electric power system; Stability (learning theory); Computer science; Power (physics); Engineering; Electronic 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":[],"consensus_categories":[],"category_scores_codex":[0.0003748116,0.0002147623,0.0002323083,0.000189748,0.0001589465,0.00005233385,0.0001375861,0.00009995968,0.000298115],"category_scores_gemma":[0.0000144886,0.0002165744,0.0001122407,0.0002744773,0.00004022791,0.0002122772,5.689794e-7,0.0002050776,0.00009595802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002228133,"about_ca_system_score_gemma":0.000035038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.67606e-7,"about_ca_topic_score_gemma":0.000004789999,"domain_scores_codex":[0.9985539,0.0001974619,0.000419558,0.0003802663,0.00009842837,0.0003503741],"domain_scores_gemma":[0.9993455,0.00007234015,0.00003941929,0.0003563201,0.00005999056,0.0001264327],"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":[0.00006324988,0.0002507967,0.00005950742,0.00002550682,0.00002711192,8.855425e-7,0.0003457303,0.9922326,0.001671424,0.0002039814,0.00002753742,0.005091624],"study_design_scores_gemma":[0.0009757518,0.0004686373,0.0008034083,0.00001240609,0.00003156326,0.000004678378,0.00005999168,0.9871604,0.001980823,0.00009008375,0.007980107,0.000432155],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03697963,0.00003520884,0.9466925,0.00004995443,0.0001556104,0.0005372197,0.00002769139,0.0007103931,0.01481184],"genre_scores_gemma":[0.9970514,0.000007773141,0.002693491,0.00002196489,0.000009612394,0.00003214446,0.000009435844,0.00006798686,0.0001061502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9600718,"threshold_uncertainty_score":0.8831648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112955854521833,"score_gpt":0.2313848437709304,"score_spread":0.2200892583187471,"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."}}