{"id":"W2594075286","doi":"10.4208/cicp.oa-2016-0019","title":"Schemes with Well-Controlled Dissipation. Hyperbolic Systems in Nonconservative Form","year":2017,"lang":"en","type":"article","venue":"Communications in Computational Physics","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche; Division of Mathematical Sciences; York University","keywords":"Dissipation; Nonlinear system; Convergence (economics); Stability (learning theory); Class (philosophy); Applied mathematics; Scale (ratio); Mathematics; Statistical physics; Computer science; Physics; Economics","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":[0.0007181229,0.0006934918,0.0005070457,0.0004070736,0.0003819267,0.0007838793,0.001173123,0.0009637374,0.001051989],"category_scores_gemma":[0.002615504,0.0002806082,0.0004015159,0.0002623343,0.001694655,0.001050937,0.001617958,0.0009620301,0.0001604737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006889993,"about_ca_system_score_gemma":0.0005535218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001276918,"about_ca_topic_score_gemma":0.0009102057,"domain_scores_codex":[0.9997124,0.0001101745,0.0000231074,0.00003795681,0.00008855473,0.0000278096],"domain_scores_gemma":[0.9992039,0.0002621833,0.0001946648,0.0001721674,0.00009596866,0.00007117422],"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":[0.0001347323,0.0001310304,0.001316393,0.000168657,0.00003374983,0.0002749414,0.000339407,0.6319193,0.03463641,0.3123934,0.0006701038,0.01798184],"study_design_scores_gemma":[0.00002113658,0.00004250797,0.0001308183,0.000007065992,0.00000294344,0.00002291264,0.00001721172,0.982822,0.00206471,0.01387239,0.0009865504,0.000009828513],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2016979,0.0008285433,0.7889289,0.0006940252,0.0001613282,0.000149041,0.0000575857,0.0002088644,0.00727385],"genre_scores_gemma":[0.9284011,0.0002003584,0.06755353,0.0001270933,0.00002545253,0.000105059,0.0000355013,0.00003128201,0.003520491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001276918,"threshold_uncertainty_score":0.004999042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02282707571112247,"score_gpt":0.279450770373448,"score_spread":0.2566236946623255,"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."}}