{"id":"W2356101117","doi":"","title":"An overview of setting method of under voltage load shedding","year":2012,"lang":"en","type":"article","venue":"Power System Protection and Control","topic":"Smart Grid and Power Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Load Shedding; Scheme (mathematics); Transient (computer programming); Electric power system; Voltage; Key (lock); Power (physics); Computer science; Reliability engineering; Engineering; Control (management); Control theory (sociology); Control engineering; Operations research; Electrical engineering; Mathematics; Computer security","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":[],"consensus_categories":[],"category_scores_codex":[0.001116661,0.0001392188,0.0003563265,0.00008070596,0.00004302778,0.00001643173,0.00006395981,0.00009582296,0.00002180571],"category_scores_gemma":[0.00001437378,0.000123935,0.00007058221,0.0001226055,0.00001185599,0.0002108534,0.000008034587,0.00009639221,0.000005590795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000591386,"about_ca_system_score_gemma":0.00001137859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001091649,"about_ca_topic_score_gemma":0.000004865291,"domain_scores_codex":[0.9989463,0.0001488752,0.0003999958,0.0001162038,0.0001814335,0.0002071922],"domain_scores_gemma":[0.9994575,0.00004640733,0.0001269522,0.0002009548,0.00007616095,0.00009201963],"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":[0.0001728107,0.0001614799,0.01636801,0.01137936,0.0008949139,0.000002421325,0.009365571,0.005691214,0.9137598,0.02056168,0.0004678839,0.02117481],"study_design_scores_gemma":[0.01620254,0.001547028,0.06549627,0.007747194,0.000943285,0.001158874,0.02576489,0.4911407,0.2739297,0.0001085191,0.1125012,0.003459775],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02778581,0.008081725,0.9571356,0.00001379602,0.003707452,0.0007076709,0.00001761772,0.0002346482,0.002315724],"genre_scores_gemma":[0.9992521,0.000009101124,0.0002621575,0.00001254553,0.0003530692,0.00006248651,5.867564e-7,0.00002411846,0.00002388297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9714662,"threshold_uncertainty_score":0.5053924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0205997644724749,"score_gpt":0.2690841298871874,"score_spread":0.2484843654147125,"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."}}