{"id":"W2126625243","doi":"10.22059/ijer.2015.889","title":"FiniteAnalyticMethods for Simulation ofAdvection-Dominated and Pure Advection SoluteTransportWith Reaction in PorousMedia","year":2015,"lang":"en","type":"article","venue":"International Journal of Environmental Research","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Advection; Finite element method; Finite volume method; Stability (learning theory); Finite difference method; Finite difference; Applied mathematics; Quadratic equation; Courant–Friedrichs–Lewy condition; Mathematics; Péclet number; Numerical analysis; Convection–diffusion equation; Mechanics; Mathematical analysis; Computer science; Physics; Thermodynamics; Discretization; Geometry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001436656,0.00008072451,0.000121585,0.0005735531,0.00002085976,0.00002568924,0.0001224201,0.00008430398,0.00001653392],"category_scores_gemma":[0.0002960532,0.0000816104,0.00004368637,0.0001196595,0.00005217365,0.0004430635,0.00001788321,0.0003439153,0.000002034961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008320902,"about_ca_system_score_gemma":0.0000274125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001234231,"about_ca_topic_score_gemma":0.00003587383,"domain_scores_codex":[0.9987457,0.00006473789,0.0003375858,0.000101961,0.0006037319,0.0001463192],"domain_scores_gemma":[0.9993175,0.0003395894,0.00007468582,0.00005723269,0.0001266275,0.00008433979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001812514,0.0004175738,0.02264861,0.00005542782,0.0003060107,0.0001361633,0.001499106,0.2653722,0.2445454,0.0001135516,0.0006163673,0.4624771],"study_design_scores_gemma":[0.008483462,0.002291399,0.2580292,0.0005183904,0.00006803747,0.0004731423,0.003404941,0.5632666,0.1200519,0.02767335,0.01500065,0.0007389555],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9495206,0.0002196378,0.04896197,0.00008490813,0.0004881399,0.0001768045,0.00001594569,0.00002136583,0.0005106453],"genre_scores_gemma":[0.9940158,0.0004764727,0.005211492,0.000006756405,0.0001622856,0.00001272347,0.00001309477,0.00002050677,0.00008094223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4617381,"threshold_uncertainty_score":0.3327976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05524378202801233,"score_gpt":0.3850190973801358,"score_spread":0.3297753153521235,"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."}}