{"id":"W3112810649","doi":"10.1109/tec.2020.3043307","title":"Adaptive Heterogeneous Transient Analysis of Wind Farm Integrated Comprehensive AC/DC Grids","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Energy Conversion","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Grid; Thread (computing); Transient (computer programming); Control reconfiguration; Parallel computing; Multithreading; Computational science; Embedded system; Operating system","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009863698,0.0002499502,0.0002602105,0.0002020096,0.0001967489,0.0004420992,0.0003254482,0.0002694013,0.0008573445],"category_scores_gemma":[0.0002986048,0.0001113118,0.0002298878,0.0002524569,0.0003409885,0.0002593456,0.0003415823,0.0002014697,0.00009866596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002738801,"about_ca_system_score_gemma":0.0002551222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003456239,"about_ca_topic_score_gemma":0.002352927,"domain_scores_codex":[0.9999418,0.00001499325,0.000002311724,0.00001098942,0.00001927577,0.0000105579],"domain_scores_gemma":[0.9999253,0.00003041815,0.00001142063,0.00001005532,0.00001346119,0.000009337617],"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":[0.00004011145,0.00001422155,0.0009479035,0.00001325648,0.000008932822,0.0001332806,0.00002271072,0.9886873,0.004617634,0.001794757,0.0001497266,0.003570315],"study_design_scores_gemma":[0.000001915448,0.000008429288,0.0002854491,8.309616e-7,0.000001235744,0.000007828346,0.00001018411,0.9988645,0.0003542117,0.0003537007,0.0001106244,0.000001064348],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6078103,0.0001853228,0.375527,0.0001221967,0.0000289417,0.00005784597,0.0001213133,0.0003922285,0.015755],"genre_scores_gemma":[0.9934541,0.00004425957,0.005467854,0.000008565149,0.000004257447,0.0000158829,0.0000345437,0.00001807496,0.0009523502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003456239,"threshold_uncertainty_score":0.006872237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740598113945728,"score_gpt":0.2025856445238701,"score_spread":0.1851796633844128,"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."}}