{"id":"W3191870675","doi":"10.3390/en14164947","title":"Protection Coordination Method Using Symmetrical Components in Loop Distribution System","year":2021,"lang":"en","type":"article","venue":"Energies","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fault (geology); Reliability (semiconductor); Reliability engineering; Relay; Power (physics); Fault indicator; Engineering; Electric power system; Distributed generation; Computer science; Renewable energy; Automotive engineering; Electronic engineering; Fault detection and isolation; Electrical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003229943,0.0006326764,0.0004710576,0.0006561668,0.000643458,0.0008796913,0.0008058329,0.0005067514,0.004609259],"category_scores_gemma":[0.0006634747,0.0001828756,0.0003081562,0.0005701632,0.0005049215,0.0008012665,0.0005698731,0.0003799369,0.0007324915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005293379,"about_ca_system_score_gemma":0.0005595981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002394743,"about_ca_topic_score_gemma":0.001472362,"domain_scores_codex":[0.9994905,0.0001217488,0.00003349911,0.0001711714,0.0001417877,0.00004125446],"domain_scores_gemma":[0.9997794,0.00005049568,0.0000345496,0.00003143216,0.0000901566,0.00001398914],"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":[0.0005364711,0.000122535,0.001321503,0.0004411113,0.00007917188,0.0005654041,0.0005672382,0.3648589,0.04257973,0.06714395,0.007882894,0.5139011],"study_design_scores_gemma":[0.000121607,0.00030522,0.0005525512,0.00003011112,0.00005616577,0.0004498023,0.0000667424,0.9632729,0.01146421,0.01097658,0.01267053,0.00003363811],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01010245,0.0001750055,0.981676,0.00005733796,0.00005319108,0.0001103879,0.00002389625,0.0008171528,0.006984661],"genre_scores_gemma":[0.8430697,0.0003418821,0.1493947,0.00006406338,0.00007748181,0.0001920079,0.000102465,0.00006452263,0.006693133],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004609259,"threshold_uncertainty_score":0.01541948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02999252327661888,"score_gpt":0.257015184222342,"score_spread":0.2270226609457231,"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."}}