{"id":"W2719019532","doi":"10.1109/ccece.2017.7946624","title":"A new technique to locate faults in distribution networks based on optimal coordination of numerical directional overcurrent relays","year":2017,"lang":"en","type":"article","venue":"","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Overcurrent; Computer science; Electronic engineering; Engineering; Electrical engineering; Current (fluid)","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":[0.0002107278,0.0001307614,0.0001686609,0.0001119148,0.00005860373,0.00002550091,0.0001318251,0.0001242849,0.00002053805],"category_scores_gemma":[0.00009780581,0.000135202,0.00004790324,0.0001754367,0.0000101503,0.0001765649,0.00002238898,0.0001772837,0.00001271538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003803475,"about_ca_system_score_gemma":0.0000231677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004069672,"about_ca_topic_score_gemma":0.00007067806,"domain_scores_codex":[0.9991671,0.00002588148,0.0002632418,0.0001811587,0.0001855142,0.0001771081],"domain_scores_gemma":[0.9994813,0.00003602714,0.0000663895,0.0002882149,0.00004355523,0.00008454808],"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":[0.00009197299,0.0000610051,0.001951881,0.00003430089,0.00001158495,0.000003172428,0.00002192158,0.9652291,0.003294016,0.0002651369,0.00386217,0.02517375],"study_design_scores_gemma":[0.0003902857,0.0001167748,0.02302174,0.0001485791,0.000004158077,0.000004491033,0.000003238608,0.9599245,0.01141234,0.00001169957,0.004807118,0.0001550679],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00675638,0.00000888915,0.9903973,0.00009864559,0.0007313014,0.0005000128,0.00001388975,0.0001809263,0.001312659],"genre_scores_gemma":[0.9978225,0.00000114843,0.001830409,0.000006424509,0.00008694799,0.0001235176,0.00003127524,0.00001684299,0.00008095281],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9910661,"threshold_uncertainty_score":0.5513378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039916550362041,"score_gpt":0.248435148682059,"score_spread":0.2380359831784385,"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."}}