{"id":"W4285287971","doi":"10.1049/icp.2022.0949","title":"Application of simulation feature and subscription monitoring in IEC 61850 ED.2 for testing protection devices","year":2022,"lang":"en","type":"article","venue":"IET conference proceedings.","topic":"Power Systems and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"RTDS Technologies (Canada)","funders":"","keywords":"IEC 61850; Computer science; Automation; Interoperability; Sass; Real Time Digital Simulator; Embedded system; Reliability engineering; Electric power system; Operating system; Engineering; Power (physics); World Wide Web","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":[0.0001631531,0.00008219573,0.0001123884,0.0001172483,0.00007582419,0.00003267513,0.00007507087,0.00006268705,6.944857e-7],"category_scores_gemma":[0.00006498698,0.00009013959,0.00001168088,0.0002477403,0.00001219677,0.000196283,0.00003063331,0.0001451308,1.687427e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006550674,"about_ca_system_score_gemma":0.000009596359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004777516,"about_ca_topic_score_gemma":0.000007119733,"domain_scores_codex":[0.9994974,0.000002448913,0.0001500767,0.0001427713,0.00009467604,0.0001126355],"domain_scores_gemma":[0.9997363,0.00001662754,0.00008015396,0.00004158662,0.0001133653,0.00001197839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004909571,0.00004378652,0.2481547,0.001981361,0.00002652536,3.309515e-7,0.00248814,0.05626186,0.4547903,0.002933627,0.00005511936,0.2332152],"study_design_scores_gemma":[0.0002507477,0.0001044843,0.04108947,0.0001120173,0.000008244552,0.000003756714,0.002382003,0.9386028,0.01491619,0.0008153637,0.001559878,0.0001550447],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594868,0.0002726622,0.03885596,0.00003438785,0.0001474452,0.0007174506,0.000005877044,0.0003010106,0.0001783624],"genre_scores_gemma":[0.9978046,0.000006978905,0.001609065,9.476157e-7,0.00003801202,0.0005190309,0.000002430312,0.00001134705,0.000007615209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.882341,"threshold_uncertainty_score":0.3675786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03397723260945432,"score_gpt":0.2443666991254198,"score_spread":0.2103894665159655,"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."}}