{"id":"W2005790804","doi":"10.1109/tpwrd.2005.852301","title":"A Platform for Validation of FACTS Models","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Transient (computer programming); Controller (irrigation); Control engineering; Electric power system; Stability (learning theory); Power flow; Computer science; Transmission system; SIGNAL (programming language); Electronic engineering; Engineering; Flexible AC transmission system; Model validation; Transmission (telecommunications); Control theory (sociology); Power (physics); Electrical engineering; Control (management)","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":[0.002476614,0.0009532415,0.0005443803,0.0008481822,0.0006552209,0.001274241,0.00148722,0.001150929,0.008134879],"category_scores_gemma":[0.006010135,0.0004216535,0.0007175896,0.0003963972,0.0005622788,0.001408734,0.001396313,0.001858689,0.002238435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004810296,"about_ca_system_score_gemma":0.001450537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001906452,"about_ca_topic_score_gemma":0.001089452,"domain_scores_codex":[0.9983159,0.0005315439,0.0001112292,0.000154372,0.0007837638,0.0001031686],"domain_scores_gemma":[0.9970179,0.0008247158,0.0001571071,0.001161414,0.0007685352,0.00007039437],"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":[0.000474427,0.0005165524,0.00202281,0.0003856034,0.0001037439,0.0006816718,0.0004391736,0.7364054,0.0897846,0.08054841,0.007731251,0.08090625],"study_design_scores_gemma":[0.0001390972,0.0004194659,0.000575911,0.00007538641,0.00002344672,0.00009659362,0.00005445821,0.916382,0.05037038,0.01019677,0.02163165,0.00003483996],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08255089,0.0001467704,0.8904473,0.0002687669,0.0002805612,0.0005576063,0.001882519,0.007471598,0.01639395],"genre_scores_gemma":[0.6812131,0.0003396924,0.3013762,0.0001067012,0.00005448145,0.001335737,0.00522358,0.001184898,0.009165587],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008134879,"threshold_uncertainty_score":0.02721387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02389871288929596,"score_gpt":0.2230846077369881,"score_spread":0.1991858948476921,"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."}}