{"id":"W2056265564","doi":"10.1109/icpst.2006.321475","title":"Power System Emergency Control Based on Load Stratification","year":2006,"lang":"en","type":"article","venue":"","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blackout; Electric power system; Load Shedding; Control theory (sociology); Stratification (seeds); Grid; Computer science; Power control; Power grid; Load balancing (electrical power); Load management; Power (physics); Control (management); Control engineering; Engineering; Electrical engineering; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001511434,0.00009508691,0.0001031077,0.00003370665,0.00003151544,0.00001795365,0.00005904905,0.00005050143,0.0009268272],"category_scores_gemma":[0.000007844156,0.00008454832,0.00004272772,0.0001041316,0.000004957717,0.00005016902,0.000001126736,0.00003934341,0.0001537389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385474,"about_ca_system_score_gemma":0.00001564044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002230661,"about_ca_topic_score_gemma":0.00003082452,"domain_scores_codex":[0.9992936,0.00002977947,0.0002698241,0.0001211302,0.0001685704,0.000117041],"domain_scores_gemma":[0.9996047,0.00001601018,0.00002214888,0.0002504221,0.00007155971,0.00003516213],"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":[0.00001099959,0.00005392097,0.002135329,0.00009638051,0.00000869358,9.745069e-7,0.00002312484,0.973344,0.0006823805,0.01423151,0.009375734,0.00003700401],"study_design_scores_gemma":[0.0003541076,0.00001579735,0.005775869,0.000009140678,0.00000373271,3.790248e-7,0.00004011187,0.9916975,0.0003151343,0.00001174694,0.001658848,0.0001176666],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001777072,0.00002683893,0.6018146,0.00004007473,0.0004565034,0.000180266,0.00001098609,0.0005178947,0.3951757],"genre_scores_gemma":[0.9991247,3.112862e-7,0.0002278259,0.00001332912,0.00001649355,0.00002395849,0.00001063567,0.00001243454,0.0005703089],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9973477,"threshold_uncertainty_score":0.9999865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00408859904495442,"score_gpt":0.1836900671498331,"score_spread":0.1796014681048786,"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."}}