{"id":"W4400748466","doi":"10.13052/dgaej2156-3306.3938","title":"Superimposed Positive Sequence Impedance for Detecting Unintentional Islanding in Microgrid","year":2024,"lang":"en","type":"article","venue":"Distributed Generation & Alternative Energy Journal","topic":"Islanding Detection in Power Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Islanding; Microgrid; Electrical impedance; Sequence (biology); Electrical engineering; Computer science; Engineering; Biology; Voltage; Distributed generation; Biochemistry","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":[0.0004305984,0.0002258867,0.0001984842,0.0003678092,0.0002303713,0.000446471,0.0001532378,0.00009015825,0.00003164342],"category_scores_gemma":[0.00007416763,0.0002287563,0.0001405052,0.0003956069,0.00003329747,0.0004306053,0.00001660876,0.0003450042,0.000005408887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008140517,"about_ca_system_score_gemma":0.00006366418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003350946,"about_ca_topic_score_gemma":0.00006134378,"domain_scores_codex":[0.9985248,0.00009452956,0.0005236049,0.0002681767,0.000234773,0.0003541509],"domain_scores_gemma":[0.9994105,0.0001304144,0.0000766776,0.00008825406,0.0002140888,0.00008013294],"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":[0.00004850822,0.00002454645,0.0004136744,0.00005938134,0.0003872546,0.0001580385,0.001137498,0.292562,0.6811146,0.008192336,0.002568473,0.01333375],"study_design_scores_gemma":[0.0005585298,0.00007529806,0.0001424012,0.0002356194,0.00001726713,0.0006041835,0.0001620464,0.7933517,0.1980551,0.0006343697,0.005882731,0.0002807832],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1994588,0.001260386,0.7928419,0.00006428522,0.005578458,0.0001067549,0.0004306936,0.0001534264,0.0001053124],"genre_scores_gemma":[0.9967172,0.0001245591,0.0007497249,0.00002018556,0.001800699,0.00007043601,0.000387854,0.00004757517,0.00008181977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7972584,"threshold_uncertainty_score":0.9328409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02665341301334635,"score_gpt":0.2713086904542251,"score_spread":0.2446552774408787,"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."}}