{"id":"W1973933961","doi":"10.1109/psamp.2006.285397","title":"Impact of Shunt-FACTS on Distance Protection of Transmission Lines","year":2006,"lang":"en","type":"article","venue":"","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Shunt (medical); Relay; Control theory (sociology); Transmission line; Electric power transmission; Protective relay; Transmission system; Computer science; Voltage; Transmission (telecommunications); Engineering; Electronic engineering; Electrical engineering; Control (management); Telecommunications","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":[0.00005187124,0.00005993727,0.0001084756,0.00003536465,0.000008290473,0.000002862818,0.00002975521,0.0000356887,0.0001030629],"category_scores_gemma":[0.000006289255,0.00004383699,0.00005829633,0.0001057761,0.000008912359,0.00004483671,0.000001241251,0.00002889687,0.000001491208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003183564,"about_ca_system_score_gemma":0.000007369957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001366491,"about_ca_topic_score_gemma":0.00001970589,"domain_scores_codex":[0.9995992,0.00001165255,0.0001927692,0.00005762373,0.00007856933,0.00006024316],"domain_scores_gemma":[0.9998074,0.000009443623,0.00002549453,0.0001021286,0.00003672271,0.00001886143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007572764,0.0001515257,0.006208235,0.0003568293,0.00001852578,2.160981e-7,0.0001335812,0.9394467,0.04795508,0.0004474828,0.0003186859,0.004887411],"study_design_scores_gemma":[0.0007611856,0.0003173935,0.188727,0.0001698272,0.000009144993,0.000001294515,0.00002063507,0.6088052,0.1990328,0.0001622504,0.001757809,0.0002354539],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3271826,0.0000369804,0.6590306,0.000008658468,0.00004952566,0.0001641009,0.000008426434,0.00008423661,0.01343494],"genre_scores_gemma":[0.9993266,0.000003641429,0.0004959253,5.129202e-7,0.000006300184,0.000003588523,0.000003257262,0.000006493317,0.000153674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6721441,"threshold_uncertainty_score":0.1787621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009594814489285952,"score_gpt":0.2280665793154216,"score_spread":0.2184717648261356,"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."}}