{"id":"W4323867771","doi":"10.5281/zenodo.7714041","title":"Review of Electromagnetic Transient Models for Non-VSC FACTS","year":2005,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Transient (computer programming); Computer science; Physics; Programming language","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0003837373,0.001002003,0.0008531969,0.000947796,0.00027517,0.001070154,0.00135925,0.0009739079,0.003921935],"category_scores_gemma":[0.001039967,0.0004787411,0.0007029882,0.001279725,0.0003120715,0.00151876,0.0002749266,0.0007936599,0.003288507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006401422,"about_ca_system_score_gemma":0.0006302482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002520393,"about_ca_topic_score_gemma":0.001686404,"domain_scores_codex":[0.9997445,0.00005869167,0.00002793708,0.00003914517,0.0001199753,0.000009810523],"domain_scores_gemma":[0.9995887,0.0002001295,0.00004016999,0.00004163497,0.0001225862,0.000006778363],"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":[0.00007324363,0.00007451755,0.000387225,0.002171192,0.00006640888,0.0003057424,0.0001207677,0.6273339,0.004487872,0.09841572,0.02118515,0.2453782],"study_design_scores_gemma":[0.00001492602,0.00006779782,0.0004955525,0.0004626122,0.00005452401,0.0002918603,0.00004335044,0.782643,0.002639174,0.03864239,0.1746026,0.00004216416],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.006419776,0.04642585,0.8901768,0.0006703095,0.0008140218,0.00009372731,0.0008209342,0.001483192,0.05309543],"genre_scores_gemma":[0.4160079,0.231401,0.2600902,0.0007048873,0.002038101,0.0005897704,0.00493298,0.0009952807,0.08323978],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003921935,"threshold_uncertainty_score":0.01312017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02503974048373912,"score_gpt":0.2315430864236095,"score_spread":0.2065033459398704,"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."}}