{"id":"W2018682288","doi":"10.3934/dcdsb.2006.6.17","title":"Meshfree method for the non-stationary incompressible Navier-Stokes equations","year":2006,"lang":"en","type":"article","venue":"Discrete and Continuous Dynamical Systems - B","topic":"Numerical methods in engineering","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mathematics; Navier–Stokes equations; Mathematical analysis; Compressibility; Stokes flow; Stokes' law; Pressure-correction method; Numerical analysis; Hagen–Poiseuille flow from the Navier–Stokes equations; Kernel (algebra); Flow (mathematics); Applied mathematics; Geometry; Physics; Mechanics","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":[0.0003607922,0.0002083471,0.0003226992,0.00005258918,0.0001602568,0.000105616,0.0002008386,0.0001005896,0.000004145202],"category_scores_gemma":[0.00007319959,0.0001537694,0.00009466909,0.0001624952,0.00004949409,0.0001157539,0.00004264894,0.0001732707,0.000002354168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004494629,"about_ca_system_score_gemma":0.000006564466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003144988,"about_ca_topic_score_gemma":0.00001922607,"domain_scores_codex":[0.9988409,0.0000661008,0.0003858662,0.0002175548,0.0001689957,0.0003205784],"domain_scores_gemma":[0.9981993,0.001380269,0.00005078238,0.0002513552,0.0000490593,0.0000692415],"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":[0.00002565678,0.00004037634,0.0006181771,0.0006010343,0.0002834721,0.00000763437,0.0002602215,0.8217651,0.01779705,0.08918397,0.001823265,0.06759404],"study_design_scores_gemma":[0.0002881536,0.00002532293,0.001032106,0.00005810317,0.00005685373,0.000008132743,0.0001500519,0.9898635,0.00009570381,0.001734235,0.006462127,0.0002257301],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003677499,0.002234173,0.9906024,0.00009950572,0.0006323031,0.0006247151,0.00009066497,0.0002467589,0.001791952],"genre_scores_gemma":[0.9083182,0.00002236961,0.09012774,0.00001875556,0.0003205158,0.0005291197,0.0000512853,0.00006268229,0.0005492832],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9046407,"threshold_uncertainty_score":0.6270535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006688758689373566,"score_gpt":0.2550128213503911,"score_spread":0.2483240626610175,"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."}}