{"id":"W2012976144","doi":"10.1109/epec.2013.6802912","title":"Distributed generation grid connection experiences minimizing high voltage equipments","year":2013,"lang":"en","type":"article","venue":"","topic":"Islanding Detection in Power Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recloser; Transformer; Grid; Engineering; Islanding; Electrical engineering; High voltage; Voltage; Ground; Grid code; Low voltage; Reliability engineering; Distributed generation; Circuit breaker; AC power; Renewable energy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006759166,0.0001156893,0.0001052119,0.00007391696,0.0001025544,0.0001351353,0.00007153272,0.00006835073,0.0009483653],"category_scores_gemma":[0.00001738814,0.000106841,0.0000267354,0.0001484677,0.00001434821,0.0003402293,0.00001347021,0.00006083338,0.0003460768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001018257,"about_ca_system_score_gemma":0.000003426455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001873204,"about_ca_topic_score_gemma":0.0000151711,"domain_scores_codex":[0.9992779,0.00001535459,0.0002297844,0.0001449197,0.0001422503,0.000189725],"domain_scores_gemma":[0.9997293,0.00001878203,0.00002932449,0.000132708,0.00004244986,0.00004745351],"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":[0.000007173791,0.0000543208,0.002352981,0.0001193563,0.0001877317,0.000006250409,0.009347537,0.02715844,0.5679342,0.001106506,0.3871311,0.004594426],"study_design_scores_gemma":[0.0008818294,0.0001270134,0.00244326,0.00004678332,0.00001768294,0.00003440828,0.008016012,0.5520262,0.4155892,0.0001177671,0.01989517,0.0008047356],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7142928,0.00003114868,0.2756859,0.000014571,0.007589686,0.0001921514,0.000005039301,0.0006047241,0.001583923],"genre_scores_gemma":[0.9984661,0.000003946975,0.0002617204,0.00001561041,0.0005381942,0.0002802873,0.00005955579,0.00001778881,0.000356793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5248677,"threshold_uncertainty_score":0.9999649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282238528109221,"score_gpt":0.2010317275045353,"score_spread":0.188209342223443,"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."}}