{"id":"W7131431194","doi":"10.1109/cepsi66359.2025.11403394","title":"Dynamic System Rating for Transmission Corridors","year":2025,"lang":"","type":"article","venue":"","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Cardiovascular Prevention and Rehabilitation","funders":"","keywords":"Limit (mathematics); Renewable energy; Transmission (telecommunications); Electric power system; Electric power transmission; Quality (philosophy); Limiting; Acceleration; Dynamic network analysis","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006147695,0.0003011822,0.0004688765,0.000162418,0.0002623091,0.0001213605,0.000201738,0.0002334946,0.0001880008],"category_scores_gemma":[0.00005664406,0.0002925672,0.0002354228,0.0004332468,0.00002360551,0.0001363557,0.00002185983,0.0001390886,0.00001773215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004941616,"about_ca_system_score_gemma":0.0001250921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000168999,"about_ca_topic_score_gemma":0.00001608073,"domain_scores_codex":[0.9979698,0.00008168494,0.0009964741,0.0004091894,0.0001430831,0.000399751],"domain_scores_gemma":[0.9990682,0.0001923088,0.00007184681,0.0003854629,0.0001551146,0.0001270907],"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":[0.000158264,0.0001217031,0.0004698429,0.02480139,0.0003243035,0.000002112912,0.001371435,0.8935802,0.001990752,0.03035085,0.003681249,0.04314791],"study_design_scores_gemma":[0.0009281353,0.00002998666,0.00007617773,0.0009175179,0.00007163486,0.000001964243,0.001465561,0.9822076,0.000538546,0.00002489195,0.01347995,0.0002580543],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0007207225,0.001215757,0.923345,0.0001714449,0.003121668,0.001401393,0.00003516507,0.0005629662,0.06942587],"genre_scores_gemma":[0.95875,0.00002971475,0.03145329,0.00003559793,0.00001028576,0.00009865846,0.00002026929,0.00003459434,0.009567562],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9580293,"threshold_uncertainty_score":0.9999527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005252705517514414,"score_gpt":0.2340832304700654,"score_spread":0.228830524952551,"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."}}