{"id":"W4232073743","doi":"10.5383/ijtee.10.02.006","title":"A Test Device for Optimize PMU-Based Islanding Detection Technology","year":2015,"lang":"en","type":"article","venue":"International Journal of Thermal and Environmental Engineering","topic":"Islanding Detection in Power Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Islanding; Photovoltaic system; Phasor measurement unit; Computer science; Grid; Phasor; Power (physics); Distributed generation; Electronic engineering; Real-time computing; Electric power system; Engineering; Renewable energy; Electrical engineering; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005273324,0.0006719038,0.0005476029,0.0007004598,0.0002717167,0.0005783915,0.001398931,0.0006909328,0.003227622],"category_scores_gemma":[0.002126852,0.000197061,0.000265311,0.0003437323,0.0001970279,0.0007256088,0.0003523783,0.0003357105,0.000705039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003958415,"about_ca_system_score_gemma":0.0002723968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003767709,"about_ca_topic_score_gemma":0.0003189858,"domain_scores_codex":[0.9993548,0.0001453567,0.00005285766,0.000101158,0.0002940736,0.00005177908],"domain_scores_gemma":[0.9988696,0.0004033841,0.0001303997,0.0002215472,0.0003298796,0.00004520421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001012845,0.0006284243,0.01110868,0.001523444,0.0001768788,0.0007624747,0.0004617898,0.03877197,0.6278473,0.009046684,0.007918746,0.3007407],"study_design_scores_gemma":[0.0002268374,0.003071737,0.01135266,0.0001098777,0.0001723428,0.0008654853,0.0001042932,0.2227449,0.7371016,0.001177187,0.02299768,0.00007550851],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2394429,0.0007999818,0.7352545,0.0004543717,0.0003260878,0.001014129,0.0009582947,0.00784978,0.01390007],"genre_scores_gemma":[0.8798429,0.0001468698,0.1153189,0.0001261939,0.00002603793,0.000488304,0.0003251752,0.0002226084,0.003503079],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003227622,"threshold_uncertainty_score":0.01079744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007493030773115426,"score_gpt":0.1919093799614204,"score_spread":0.1844163491883049,"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."}}