{"id":"W1997419521","doi":"10.2514/6.2011-3230","title":"A Comparison of Higher-Order Methods on a Set of Canonical Aerodynamics Applications","year":2011,"lang":"en","type":"article","venue":"20th AIAA Computational Fluid Dynamics Conference","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Aerodynamics; Set (abstract data type); Computer science; Order (exchange); Applied mathematics; Aerospace engineering; Mathematics; Engineering; Programming language","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":[0.001502,0.0004833417,0.0006988678,0.001192822,0.0006261313,0.001449349,0.0008957197,0.0009359621,0.003100765],"category_scores_gemma":[0.0050847,0.0001706701,0.000811816,0.001061796,0.0006558366,0.0009694388,0.0009339877,0.0009423807,0.0006995891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004956699,"about_ca_system_score_gemma":0.001323532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002784045,"about_ca_topic_score_gemma":0.004212553,"domain_scores_codex":[0.9991083,0.0002616391,0.00006302065,0.00005901336,0.0004394181,0.00006867444],"domain_scores_gemma":[0.9962059,0.001619563,0.0001658862,0.0007948188,0.001049446,0.0001642511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004763019,0.0006376201,0.00825045,0.0008380491,0.00009635148,0.0002082119,0.0004556748,0.5370092,0.01628095,0.1442767,0.003358867,0.2881117],"study_design_scores_gemma":[0.00004267539,0.0002098148,0.002458023,0.00006884402,0.0000214863,0.0001699751,0.0001612359,0.9668879,0.008514732,0.01031039,0.01112098,0.00003398656],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3573286,0.004811232,0.5728456,0.000675061,0.000606608,0.0002535052,0.0003524364,0.001048259,0.0620786],"genre_scores_gemma":[0.6823151,0.002391191,0.3081491,0.0001439487,0.0001248569,0.0001826163,0.0004595351,0.0003252174,0.005908467],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003100765,"threshold_uncertainty_score":0.01037306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08941953103483272,"score_gpt":0.4031236649376007,"score_spread":0.313704133902768,"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."}}