{"id":"W2131635022","doi":"10.3934/dcdsb.2012.17.1229","title":"Jet schemes for advection problems","year":2012,"lang":"en","type":"article","venue":"Discrete and Continuous Dynamical Systems - B","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Solver; Jet (fluid); Advection; Benchmark (surveying); Grid; Computer science; Applied mathematics; Function (biology); Stencil; Algorithm; Projection (relational algebra); Mathematical optimization; Order of accuracy; Stability (learning theory); Mathematics; Numerical analysis; Computational science; Numerical stability; Mathematical analysis; Mechanics; Physics; Geometry","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":[0.00120319,0.0006524819,0.0007123812,0.0007809254,0.0006063163,0.001259425,0.001075308,0.0009082036,0.003486339],"category_scores_gemma":[0.003142978,0.0002996218,0.0008929856,0.0007028339,0.0009507825,0.001766267,0.001974534,0.001896838,0.0009456438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005645063,"about_ca_system_score_gemma":0.0006846086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009214481,"about_ca_topic_score_gemma":0.0007541364,"domain_scores_codex":[0.9993105,0.0001800166,0.0000542214,0.00004119255,0.0003693936,0.00004468757],"domain_scores_gemma":[0.9990879,0.0003754151,0.00009285827,0.0001611188,0.0002216757,0.00006104954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008923865,0.00008862047,0.000660033,0.000389268,0.00004098576,0.0001778487,0.000288381,0.1656828,0.01333844,0.7254084,0.003860213,0.0899758],"study_design_scores_gemma":[0.00004639943,0.00007860493,0.0001619577,0.00005057766,0.00001292957,0.00009905505,0.00002179396,0.8866208,0.003701645,0.08422188,0.02496102,0.00002333159],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003569083,0.000924754,0.9889787,0.0001634559,0.0002261628,0.0000743095,0.00005728492,0.0001905717,0.005815723],"genre_scores_gemma":[0.2104253,0.002480618,0.7675518,0.0003664827,0.0004176692,0.0004603918,0.0003763264,0.0004654162,0.01745595],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003486339,"threshold_uncertainty_score":0.01166296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006327766526589538,"score_gpt":0.2082332290340272,"score_spread":0.2019054625074377,"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."}}