{"id":"W2035347801","doi":"10.1109/pmaps.2010.5528714","title":"Reliability evaluation of bulk power systems incorporating UPFC","year":2010,"lang":"en","type":"article","venue":"","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Unified power flow controller; Reliability (semiconductor); Electric power system; Control theory (sociology); Reliability engineering; Computer science; Voltage; Electric power transmission; Flexible AC transmission system; AC power; Engineering; Power (physics); Power flow; Control (management); Electrical 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":[0.002834287,0.0001105264,0.0001996475,0.00004319432,0.00002696835,0.0000182293,0.0001399725,0.0001175202,0.0001204383],"category_scores_gemma":[0.0005014353,0.00009313121,0.00005150306,0.0001414828,0.00005508437,0.0001593721,0.0000228672,0.0001889182,0.00003788199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006131246,"about_ca_system_score_gemma":0.00004892005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001096481,"about_ca_topic_score_gemma":0.00005376758,"domain_scores_codex":[0.9988002,0.00006303008,0.0004261955,0.0001659039,0.0003887959,0.0001559218],"domain_scores_gemma":[0.9988462,0.00007754414,0.00007018435,0.0005141812,0.0004349718,0.00005686855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003025635,0.000262487,0.01253547,0.002083305,0.0001289823,0.000002469137,0.001654273,0.398565,0.5111039,0.06179696,0.00782354,0.004013416],"study_design_scores_gemma":[0.000710656,0.00006664741,0.01234917,0.0001408558,0.00005038882,0.00001716289,0.0004287769,0.9592517,0.01781075,0.00376119,0.004991547,0.0004211495],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9069282,0.0001053483,0.009578116,0.00002181806,0.003100027,0.0005012621,0.000007494428,0.0002549841,0.07950275],"genre_scores_gemma":[0.9989986,0.000001189451,0.0007856211,0.000004882422,0.00003121924,0.00004165661,0.000002782789,0.00001440296,0.0001196483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5606868,"threshold_uncertainty_score":0.3797781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118248433218166,"score_gpt":0.2329601698870885,"score_spread":0.2211353265652719,"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."}}