{"id":"W4206401329","doi":"10.1007/978-3-030-86782-9_6","title":"Heterogeneous Co-simulation of AC-DC Grids with Renewable Energy","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Powertech Labs (Canada); University of Alberta","funders":"","keywords":"Computer science; Grid; Thread (computing); Transient (computer programming); Photovoltaic system; Computational science; Parallel computing; CUDA; Electrical engineering; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002356277,0.000542493,0.0005844529,0.000195163,0.0002618061,0.001102903,0.000777319,0.0004954464,0.005325723],"category_scores_gemma":[0.0006089781,0.0003021813,0.0005131544,0.0005307609,0.0002887826,0.0008199735,0.0006948002,0.0007156334,0.0009916291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003676304,"about_ca_system_score_gemma":0.0003699159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002945758,"about_ca_topic_score_gemma":0.003708778,"domain_scores_codex":[0.9998343,0.00004972252,0.000007414913,0.00002924879,0.00006395692,0.00001525379],"domain_scores_gemma":[0.9997689,0.0001187989,0.00001127999,0.00004836202,0.00003741311,0.00001521342],"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":[0.00003659678,0.00002300588,0.0002433647,0.0000462343,0.00003146582,0.00006270863,0.00002291492,0.9475769,0.001910677,0.01666148,0.002731215,0.03065346],"study_design_scores_gemma":[0.000004246995,0.000008773323,0.00008714596,0.000006846747,0.000005974853,0.00001907683,0.000007668644,0.9852593,0.001197023,0.007750805,0.005649887,0.000003284009],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03595853,0.002155057,0.8627341,0.0003918535,0.0005090109,0.00009252642,0.0004340993,0.001640447,0.09608431],"genre_scores_gemma":[0.786199,0.002430776,0.1536223,0.0002183821,0.0002132145,0.0001810605,0.0008702864,0.0006785539,0.05558633],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005325723,"threshold_uncertainty_score":0.01781636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068714881592826,"score_gpt":0.2041410380618495,"score_spread":0.1934538892459212,"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."}}