{"id":"W194378916","doi":"","title":"Modeling and simulation of computational techniques used in numerical protective relays","year":2007,"lang":"en","type":"article","venue":"international conference on Modelling and simulation","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Computational complexity theory; Electric power system; Protective relay; Power-system protection; Computational model; Point (geometry); Computational simulation; Power (physics); Reliability engineering; Control engineering; Computational science; Algorithm; Engineering; Mathematics","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":[0.0003173631,0.0001093561,0.0001335647,0.0002955082,0.00002989167,0.00002698277,0.00004316469,0.0001017885,0.000003147654],"category_scores_gemma":[0.00002720923,0.0001202453,0.00001869557,0.00009441631,0.00001725907,0.0002019152,0.00001015983,0.000154887,8.170993e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008594203,"about_ca_system_score_gemma":0.00000965548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006622491,"about_ca_topic_score_gemma":0.00001368199,"domain_scores_codex":[0.9991261,0.00002275999,0.0003508815,0.0001726194,0.0002293112,0.00009834779],"domain_scores_gemma":[0.9995464,0.0001482817,0.00005399002,0.00005444141,0.0001652567,0.00003163912],"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":[0.00006623847,0.00001368043,0.0003093665,0.00001639218,0.00001051984,7.805164e-7,0.0004787771,0.9885788,0.0003960622,0.0009326245,6.3753e-8,0.009196703],"study_design_scores_gemma":[0.000250508,0.00004339681,0.0001851225,0.000118484,0.000003034381,0.000001392731,0.00006156799,0.9914322,0.0005409687,0.007243736,0.00001077691,0.0001087541],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4024166,0.00001052636,0.596945,0.000008756664,0.0000583365,0.00016791,0.000002863575,0.00005875316,0.0003312709],"genre_scores_gemma":[0.9963199,0.000007109125,0.003588595,0.000004790355,0.00003768623,0.00001124455,0.0000127884,0.00001373817,0.000004143257],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5939033,"threshold_uncertainty_score":0.4903462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04719009804695494,"score_gpt":0.3127964907356149,"score_spread":0.26560639268866,"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."}}