{"id":"W2358927977","doi":"","title":"Problems on protection relay & urgency control system in interconnected power network of China and studies needed","year":2004,"lang":"en","type":"article","venue":"Dianli zidonghua shebei","topic":"Power Systems and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electric power system; Relay; Electronic stability control; Maximum power transfer theorem; China; Interconnection; Reliability engineering; Engineering; Power (physics); Computer science; Computer security; Telecommunications; Automotive engineering","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":[0.0002026097,0.0002233194,0.0004565713,0.0001725112,0.00004478588,0.00001725733,0.0001142494,0.0001708971,0.000002337413],"category_scores_gemma":[0.00009319615,0.0001901799,0.00005461528,0.0003830203,0.00005732449,0.0001168419,0.00003131541,0.0002485341,0.000007643854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001931978,"about_ca_system_score_gemma":0.00001139449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003229329,"about_ca_topic_score_gemma":0.0002516639,"domain_scores_codex":[0.9988806,0.00003134869,0.0004388876,0.0002223195,0.0001187291,0.0003080973],"domain_scores_gemma":[0.9995586,0.00003334868,0.00008303664,0.000241371,0.00004302342,0.00004060148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000495656,0.0006018262,0.02603122,0.008751671,0.002640049,0.0002658132,0.02869634,0.7767242,0.02982197,0.1017618,0.002311106,0.02189837],"study_design_scores_gemma":[0.06832667,0.01359301,0.5221476,0.07932448,0.0008149155,0.0007235812,0.09064399,0.1022703,0.06664744,0.02922732,0.01459864,0.011682],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867059,0.006706316,0.002436836,0.000143413,0.001009556,0.001069019,0.000008194024,0.0007241163,0.001196663],"genre_scores_gemma":[0.999467,0.0001281372,0.00009211988,0.000008840389,0.00004349536,0.0002130803,0.000001375313,0.00003220404,0.00001373522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6744538,"threshold_uncertainty_score":0.775531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009611889068478114,"score_gpt":0.1941909198840897,"score_spread":0.1845790308156116,"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."}}