{"id":"W4411251148","doi":"10.1016/j.cnsns.2025.109027","title":"A Brinkman–triple-porosity–permeability model and its discontinuous Galerkin methods","year":2025,"lang":"en","type":"article","venue":"Communications in Nonlinear Science and Numerical Simulation","topic":"Numerical methods in engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Fundamental Research Funds for the Central Universities; Natural Science Foundation of Shaanxi Province; National Natural Science Foundation of China; CMG Reservoir Simulation Foundation","keywords":"Porosity; Galerkin method; Mathematics; Discontinuous Galerkin method; Permeability (electromagnetism); Mathematical analysis; Mechanics; Applied mathematics; Geology; Physics; Geotechnical engineering; Thermodynamics; Finite element method; Chemistry","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":[0.0008887813,0.0007670976,0.0010263,0.0008917264,0.000479515,0.001667998,0.001892635,0.0027664,0.001694771],"category_scores_gemma":[0.001866546,0.0005250793,0.0008319768,0.0008951357,0.001977935,0.002633131,0.001282866,0.002229033,0.0005841311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006002571,"about_ca_system_score_gemma":0.001118865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002562564,"about_ca_topic_score_gemma":0.001347541,"domain_scores_codex":[0.9996847,0.0001191491,0.0000142697,0.00005463326,0.00008905804,0.00003824243],"domain_scores_gemma":[0.9995019,0.0001942323,0.00008837681,0.00004748196,0.0001098186,0.00005810426],"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":[0.0000632287,0.0001021027,0.0003539785,0.0001503518,0.00003497426,0.0001784823,0.0001314343,0.5270366,0.005988912,0.4493929,0.001947354,0.01461958],"study_design_scores_gemma":[0.000004187958,0.00001040638,0.00005224222,0.000006913162,0.000005613205,0.0000440851,0.00001042196,0.9726729,0.0004978175,0.02537113,0.00131281,0.00001150943],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02363533,0.001450455,0.9615677,0.000790323,0.0002219655,0.00004280527,0.00009734312,0.00009972018,0.01209433],"genre_scores_gemma":[0.8389467,0.002150272,0.1264751,0.0002644011,0.0002973712,0.0001476973,0.0001864443,0.0001682756,0.03136374],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0027664,"threshold_uncertainty_score":0.005669594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0468423188020117,"score_gpt":0.3983879089073177,"score_spread":0.3515455901053061,"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."}}