{"id":"W2122353181","doi":"10.1109/pesc.1997.616721","title":"Novel techniques and procedures for the assessment of fault current withstand of power thyristors","year":2002,"lang":"en","type":"article","venue":"","topic":"High-Voltage Power Transmission Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Thyristor; Transient (computer programming); Junction temperature; Electrical engineering; Electrical impedance; Fault (geology); TRIAC; Transformer; Current (fluid); Temperature measurement; Power (physics); Computer science; Electronic engineering; Engineering; Reliability engineering; Voltage; Physics","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":[0.0001251092,0.0001054959,0.0001742033,0.00005182113,0.00002420539,0.000008652029,0.00009983035,0.00003999948,0.0000575226],"category_scores_gemma":[0.000009520869,0.00006355775,0.00004186514,0.00007909131,0.00004251732,0.00004879029,0.000009418847,0.00006366477,2.126464e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001755517,"about_ca_system_score_gemma":0.00001009248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007226796,"about_ca_topic_score_gemma":0.000005618082,"domain_scores_codex":[0.9993641,0.000004855003,0.0002631796,0.00009597438,0.0001672722,0.0001046207],"domain_scores_gemma":[0.9996254,0.0000839674,0.00004477269,0.0001524962,0.00005840994,0.00003492482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005955054,0.001029612,0.01087868,0.01068207,0.0007866753,0.000002007546,0.0129211,0.002965625,0.7662727,0.01660994,0.1279548,0.04983726],"study_design_scores_gemma":[0.002461658,0.0005697382,0.00452294,0.001177681,0.0001472402,0.00002991795,0.001392682,0.1011223,0.2917102,0.00007053838,0.5960093,0.0007858858],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01943948,0.007039194,0.9596242,0.0001141951,0.0003263921,0.001426911,0.00007260741,0.0002624094,0.01169465],"genre_scores_gemma":[0.9915009,0.0002653381,0.007942205,0.000002708367,0.00001638759,0.00006400645,5.60716e-7,0.0000194358,0.0001884838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9720614,"threshold_uncertainty_score":0.259181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943400784747312,"score_gpt":0.2753245524603729,"score_spread":0.2558905446128997,"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."}}