{"id":"W1580030061","doi":"10.1109/cpre.2015.7102191","title":"Test plan automation for power transformer protective relay commissioning","year":2015,"lang":"en","type":"article","venue":"","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia","keywords":"Relay; Digital protective relay; Transformer; Protective relay; Automation; Test plan; Computer science; Reliability engineering; Circuit breaker; Software; Automatic test equipment; Engineering; Embedded system; Voltage; Electrical engineering; Power (physics); Operating system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001249789,0.000973662,0.000425581,0.001423744,0.0003716624,0.0009145074,0.001072298,0.0003400604,0.0106078],"category_scores_gemma":[0.008694563,0.0004467913,0.000311239,0.0006399613,0.0003763368,0.000759491,0.0004961662,0.0005828736,0.002560755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006678406,"about_ca_system_score_gemma":0.001101941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003303231,"about_ca_topic_score_gemma":0.002660875,"domain_scores_codex":[0.9981736,0.0005978452,0.000117564,0.0002157282,0.0007801314,0.000115111],"domain_scores_gemma":[0.99452,0.002798803,0.0004352301,0.001007272,0.00111022,0.0001284532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006787271,0.000347983,0.004879649,0.0002652001,0.0000336905,0.0005535447,0.0005140413,0.05030255,0.0517251,0.004767883,0.02388137,0.8620502],"study_design_scores_gemma":[0.0004632593,0.001255787,0.01842217,0.0002683902,0.0001134762,0.001595586,0.0004150357,0.5666279,0.3101423,0.008241485,0.09223428,0.0002203021],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03709396,0.0001281423,0.8846313,0.00010613,0.00004623143,0.0004686945,0.000632458,0.0698769,0.007016271],"genre_scores_gemma":[0.4617545,0.0001749473,0.5277417,0.0001082168,0.00003651848,0.0005354272,0.002403529,0.003272283,0.003972942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0106078,"threshold_uncertainty_score":0.03548664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0207892339780731,"score_gpt":0.2396882785244417,"score_spread":0.2188990445463686,"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."}}