{"id":"W1558206259","doi":"10.1109/tdc.2003.1335239","title":"A client-server paradigm for protection studies","year":2004,"lang":"en","type":"article","venue":"","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Relay; Computer science; Software; Server; Protective relay; Software engineering; Computer security; Computer network; Operating system","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":[0.000084556,0.00008034617,0.00009654856,0.00004960133,0.00004384734,0.00001316196,0.00003457195,0.00004375187,0.000004160628],"category_scores_gemma":[0.00001745838,0.00007177152,0.0000430859,0.00007630163,0.000007856284,0.0001212173,0.000005522465,0.00004315851,0.00007939171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001771822,"about_ca_system_score_gemma":0.00000456702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002775313,"about_ca_topic_score_gemma":0.000137371,"domain_scores_codex":[0.9995681,0.000004304621,0.000128567,0.00009764024,0.00006397947,0.000137431],"domain_scores_gemma":[0.9998259,0.000008245225,0.00001280605,0.0001079398,0.00002161743,0.00002351205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003733482,0.000446714,0.0005797772,0.007478905,0.00368406,0.00002867376,0.01584054,0.4914362,0.1514354,0.08171932,0.02152359,0.2254534],"study_design_scores_gemma":[0.006182841,0.0008791493,0.001359809,0.0003197103,0.00009652005,0.0001220307,0.001454746,0.03054603,0.372659,0.03029016,0.5547712,0.0013188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2767799,0.0006842746,0.715013,0.0001780444,0.002737936,0.001357554,0.00000294879,0.001471849,0.001774538],"genre_scores_gemma":[0.9985287,0.0000114249,0.0006231935,0.0000136787,0.0001208758,0.0004074188,7.700443e-7,0.00001919366,0.000274709],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7217488,"threshold_uncertainty_score":0.2926757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03959762805641759,"score_gpt":0.2753126070573726,"score_spread":0.2357149790009551,"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."}}