{"id":"W2033139498","doi":"10.1002/num.21726","title":"A high‐order ADI finite difference scheme for a 3D reaction‐diffusion equation with neumann boundary condition","year":2012,"lang":"en","type":"article","venue":"Numerical Methods for Partial Differential Equations","topic":"Differential Equations and Numerical Methods","field":"Mathematics","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mathematics; Compact finite difference; Neumann boundary condition; Alternating direction implicit method; Richardson extrapolation; Boundary value problem; Partial differential equation; Mathematical analysis; Von Neumann stability analysis; Boundary (topology); Extrapolation; Reaction–diffusion system; Von Neumann architecture; Finite difference method; Pure mathematics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001310934,0.0006891951,0.00107493,0.0003325813,0.001150583,0.0002328144,0.0003443789,0.0003878498,0.0004766977],"category_scores_gemma":[0.008072048,0.0005726726,0.0004511515,0.0008677856,0.0002487919,0.0006268653,0.0001139282,0.0004356262,0.00002968657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002052178,"about_ca_system_score_gemma":0.0001623912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000857085,"about_ca_topic_score_gemma":0.00001084991,"domain_scores_codex":[0.9949663,0.001131529,0.001255543,0.0008204221,0.0006158472,0.001210302],"domain_scores_gemma":[0.9867275,0.01045884,0.0008079378,0.0007162826,0.0007304011,0.0005590149],"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":[0.001384489,0.004318531,0.0001744827,0.000373126,0.0006300605,5.04596e-7,0.00103604,0.0001519704,0.1125486,0.5389765,0.0003387159,0.340067],"study_design_scores_gemma":[0.006957503,0.002762936,0.004132333,0.0002289375,0.00211736,0.000009296994,0.0002054509,0.6542264,0.01394751,0.2951863,0.01816111,0.002064855],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01571065,0.0000813213,0.9785149,0.0004132418,0.001857942,0.002752902,0.0002205843,0.0003546404,0.00009382661],"genre_scores_gemma":[0.2727537,0.000009298217,0.7217259,0.0001208576,0.0008908903,0.003070063,0.0008133927,0.0001255681,0.0004902851],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6540744,"threshold_uncertainty_score":0.9996725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155583038939746,"score_gpt":0.4229341497908595,"score_spread":0.3073758458968849,"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."}}