{"id":"W1825203518","doi":"","title":"Combined Adequacy and Static Security Considerations in Transmission System Reinforcement","year":2008,"lang":"en","type":"article","venue":"Proceedings of the 10th International Conference on Probablistic Methods Applied to Power Systems","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; TransCanada (Canada)","funders":"","keywords":"Reliability engineering; Reliability (semiconductor); Probabilistic logic; Computer science; Electric power system; Probabilistic risk assessment; Monte Carlo method; Transmission system; Stress testing (software); Process (computing); Risk analysis (engineering); Transmission (telecommunications); Engineering; Power (physics); Statistics; Mathematics; Artificial intelligence","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":[0.001128509,0.0002474938,0.0004530262,0.0002124891,0.00009727709,0.00009104639,0.0003744139,0.00009889578,0.00002474382],"category_scores_gemma":[0.0002403093,0.0001915069,0.00005016719,0.0002363627,0.00009335557,0.0001257514,0.00008212085,0.0002421173,0.000006019825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002357454,"about_ca_system_score_gemma":0.00005936714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004751058,"about_ca_topic_score_gemma":0.000001717994,"domain_scores_codex":[0.9980745,0.00004207812,0.0008380556,0.0003341442,0.0004513059,0.0002599717],"domain_scores_gemma":[0.9990081,0.0001761065,0.00019409,0.0001749372,0.0003166145,0.0001301244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008373804,0.00004432167,0.0001424694,0.001023494,0.00005330135,0.000001622025,0.003028482,0.004557586,0.009093033,0.9810085,0.0008636767,0.00009982137],"study_design_scores_gemma":[0.00630292,0.0009289137,0.002964018,0.01080605,0.0001324617,0.0003797627,0.01059243,0.8515946,0.03526619,0.06793661,0.01084452,0.002251516],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1466863,0.0002447865,0.3855775,0.00191579,0.00493931,0.008247255,0.0001141635,0.0006071472,0.4516678],"genre_scores_gemma":[0.9910935,0.00001739632,0.008271243,0.00005358873,0.0000169329,0.0003371105,0.000001995964,0.00002116307,0.000187133],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9130718,"threshold_uncertainty_score":0.7809424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03423071230874986,"score_gpt":0.2790834298018567,"score_spread":0.2448527174931068,"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."}}