{"id":"W6996916405","doi":"","title":"Synchrophasor Based Islanding & Open phase fault Protection in Distribution Systems","year":2020,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Islanding Detection in Power Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Phasor; Phasor measurement unit; Electric power system; Reliability (semiconductor); Fault (geology); Smart grid; Transmission system; Transmission (telecommunications); Islanding; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004189914,0.0003664656,0.0004538756,0.0003779535,0.0002073471,0.0006729031,0.0007911288,0.000275213,0.00002516329],"category_scores_gemma":[0.00007012067,0.0004419307,0.00009654686,0.001154382,0.00004299918,0.00165901,0.0001807919,0.0007104002,0.0003217162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008301205,"about_ca_system_score_gemma":0.00005411154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000024048,"about_ca_topic_score_gemma":0.0003994051,"domain_scores_codex":[0.997861,0.0003029634,0.0004385945,0.0005576327,0.0003496277,0.0004902286],"domain_scores_gemma":[0.9990461,0.00005270285,0.0001524035,0.0004017382,0.00009172178,0.0002552634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00101666,0.0003091544,0.9015117,0.001602106,0.0002419447,0.0006583966,0.00177323,0.07354212,0.01845943,0.00009387776,0.00004713577,0.0007442185],"study_design_scores_gemma":[0.09161931,0.004272243,0.470272,0.01059454,0.00094232,0.0007311358,0.004266266,0.03957651,0.06629475,0.00009224564,0.2989216,0.01241714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8506437,0.00005778298,0.1460883,0.00008741922,0.001050523,0.001137148,0.0001401108,0.0006061694,0.0001888599],"genre_scores_gemma":[0.9991179,0.000008136457,0.00002275323,0.00004018915,0.0001521046,0.00002100588,0.0001319289,0.00007129879,0.0004347514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4312398,"threshold_uncertainty_score":0.9998032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1190238205177192,"score_gpt":0.3170540154170902,"score_spread":0.198030194899371,"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."}}