{"id":"W7027349817","doi":"","title":"Comparison Between Distance Element Method and High Speed Discriminating Method in Loss of Field Protection","year":2023,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Generator (circuit theory); Relay; Timer; Permanent magnet synchronous generator; Terminal (telecommunication); Electrical impedance; Voltage; Shunt generator","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000214699,0.0002622553,0.0007157436,0.0007171094,0.0001006845,0.00001271395,0.0003261175,0.0003927691,0.00004599034],"category_scores_gemma":[0.00001109421,0.0003898551,0.0001227458,0.0007352888,0.00003734085,0.0007434574,0.0001057812,0.000475738,0.000003460208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001477861,"about_ca_system_score_gemma":0.00006650493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006517685,"about_ca_topic_score_gemma":0.007025039,"domain_scores_codex":[0.9986759,0.0001881896,0.0002903097,0.0003665049,0.0002513659,0.0002277291],"domain_scores_gemma":[0.999112,0.0002014396,0.0003283618,0.0002345092,0.00004290307,0.00008081767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002728052,0.0003830213,0.1306645,0.02396242,0.002389845,0.0005138437,0.4428758,0.01243104,0.01541236,0.0005426444,0.001694429,0.3664021],"study_design_scores_gemma":[0.002995945,0.0004902951,0.1132796,0.002619284,0.0006802906,0.000004300764,0.7903801,0.02723946,0.05586874,0.0008598235,0.004130866,0.00145135],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7767112,0.00006529361,0.2205292,0.00007795441,0.000427047,0.0006129835,0.0001994954,0.00031869,0.001058151],"genre_scores_gemma":[0.9820693,0.00004294868,0.01258229,0.000001168607,0.00003191242,1.544346e-7,0.0003222232,0.000041247,0.004908722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3649507,"threshold_uncertainty_score":0.9998553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01364973622729425,"score_gpt":0.2377820241200076,"score_spread":0.2241322878927134,"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."}}