{"id":"W4246583610","doi":"10.1109/papcon.2004.1338379","title":"Commissioning and maintenance testing of multifunction digital relays","year":2004,"lang":"en","type":"article","venue":"","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; McMaster University; University of Waterloo","funders":"","keywords":"Relay; Digital protective relay; Protective relay; Engineering; Project commissioning; Electrical engineering; Electric power system; Power-system protection; Function (biology); Reliability engineering; Computer science; Power (physics); Publishing","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":[0.00004798801,0.00005701477,0.00007126791,0.00003805976,0.00002526803,0.00001716547,0.0000227695,0.00003335625,0.000002149631],"category_scores_gemma":[0.0001004801,0.00005126899,0.0000112271,0.0001000018,0.00001254621,0.0001826083,0.00001102777,0.00005923988,0.000006648808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004258244,"about_ca_system_score_gemma":0.000003798603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004523597,"about_ca_topic_score_gemma":0.00000592753,"domain_scores_codex":[0.9996617,0.000002189698,0.00013035,0.00006643595,0.00005405984,0.00008527614],"domain_scores_gemma":[0.9998235,0.00002992694,0.00002000052,0.00007271384,0.00002361873,0.00003022895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003180618,0.0000610015,0.03801776,0.0006293161,0.000090711,0.00002100178,0.00201228,0.1623688,0.3223055,0.001175198,0.0006625075,0.4726241],"study_design_scores_gemma":[0.005447353,0.0005439163,0.06407946,0.002608747,0.00004119661,0.0008585913,0.002275055,0.5915642,0.2850348,0.002124277,0.044076,0.001346346],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7093001,0.00007574551,0.2627491,0.00001085295,0.000322982,0.000107709,0.00000149687,0.0003952729,0.02703669],"genre_scores_gemma":[0.9969436,0.0000012785,0.002888204,0.000002272718,0.00001923272,0.000003653996,6.332906e-7,0.00001134065,0.000129789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4712777,"threshold_uncertainty_score":0.2090689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009205375147769609,"score_gpt":0.18670788868085,"score_spread":0.1775025135330804,"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."}}