{"id":"W2155322898","doi":"10.1109/61.915489","title":"Software models for relays","year":2001,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parkinson Canada","funders":"","keywords":"Computer science; Software; Relay; Process (computing); Protective relay; Systems engineering; Reliability engineering; Software engineering; Engineering; Power (physics)","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":[0.0001176564,0.0002128875,0.0001837626,0.0002234111,0.0001416525,0.00003261417,0.0001298659,0.0001727811,0.00008734055],"category_scores_gemma":[0.000002805048,0.0002385356,0.0001848455,0.000228387,0.00001898472,0.0003975521,4.119797e-7,0.0002188655,0.0001777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001841869,"about_ca_system_score_gemma":0.0000161033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002205479,"about_ca_topic_score_gemma":0.0000445263,"domain_scores_codex":[0.998974,0.00002049341,0.0002607354,0.0002466804,0.000172617,0.000325434],"domain_scores_gemma":[0.999359,0.0001112902,0.00002348414,0.0003331595,0.00007228935,0.0001007421],"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":[0.0001439545,0.0001011973,0.000003103365,0.00006520141,0.0001824229,0.00001766207,0.0004735849,0.9238524,0.003563032,0.00002499047,0.005029493,0.06654293],"study_design_scores_gemma":[0.002115268,0.0004679039,0.00002281793,0.0001845708,0.0001502403,0.0002502998,0.000224358,0.7658753,0.05094109,0.0007783792,0.1777834,0.001206414],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02005704,0.0001560031,0.9728803,0.00001952561,0.003422968,0.0004981924,0.00008499941,0.001150362,0.001730607],"genre_scores_gemma":[0.9965065,0.0001114036,0.001852902,0.00006684397,0.00004682353,0.0002972017,0.000003088152,0.00008388396,0.001031355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9764495,"threshold_uncertainty_score":0.9727198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01569600089151772,"score_gpt":0.2130818172664674,"score_spread":0.1973858163749497,"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."}}