{"id":"W3201532125","doi":"10.1016/j.apnum.2021.09.003","title":"A fourth-order block-centered compact difference scheme for nonlinear contaminant transport equations with adsorption","year":2021,"lang":"en","type":"article","venue":"Applied Numerical Mathematics","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Nonlinear system; Mathematics; Block (permutation group theory); Convergence (economics); Stability (learning theory); Porous medium; Applied mathematics; Scheme (mathematics); Conservation law; Order (exchange); Mathematical analysis; Mathematical optimization; Porosity; Computer science; Geometry; Materials science; Physics","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":[0.0005772752,0.0003929989,0.0009906079,0.0003554032,0.0005936804,0.0006559664,0.001788441,0.001590528,0.00199936],"category_scores_gemma":[0.0009655084,0.0002809702,0.0005689627,0.0003907415,0.0006034083,0.0007535772,0.001209392,0.001161726,0.0004839111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007844397,"about_ca_system_score_gemma":0.001612786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007137827,"about_ca_topic_score_gemma":0.006426772,"domain_scores_codex":[0.9997786,0.00005701957,0.00001298765,0.00002166856,0.0001029632,0.00002682606],"domain_scores_gemma":[0.9995431,0.0001404774,0.00003678228,0.00005297906,0.0001689919,0.00005769109],"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":[0.0003761534,0.0004454962,0.001583044,0.0004168612,0.00009137998,0.0003786687,0.0002669431,0.6990184,0.08695236,0.1200949,0.004159842,0.08621597],"study_design_scores_gemma":[0.0000101412,0.00002248651,0.00005821332,0.000003864716,0.000003492642,0.00001329167,0.000004234347,0.9962342,0.001615738,0.0009118856,0.001115576,0.000006838718],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07431893,0.0006766538,0.913963,0.0005253673,0.0007176694,0.0001602052,0.0001951824,0.0004140268,0.009028984],"genre_scores_gemma":[0.5404438,0.0005324494,0.43356,0.0003953989,0.0001839682,0.0004185809,0.0003986109,0.0002491343,0.02381815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007137827,"threshold_uncertainty_score":0.01419258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01394695421796094,"score_gpt":0.224990779722388,"score_spread":0.2110438255044271,"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."}}