{"id":"W1984428910","doi":"10.1002/fld.2353","title":"Resolution sensitivity of momentum‐exchange and immersed boundary methods for solid–fluid interaction in the lattice Boltzmann method","year":2010,"lang":"en","type":"article","venue":"International Journal for Numerical Methods in Fluids","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geomechanica (Canada)","funders":"University of Minnesota","keywords":"Lattice Boltzmann methods; Mechanics; Drag; Reynolds number; Hagen–Poiseuille equation; Physics; Settling; Taylor–Couette flow; Classical mechanics; Flow (mathematics); Turbulence; Thermodynamics","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":[0.01025129,0.0002199497,0.0004374789,0.0004320021,0.0001174701,0.0001069394,0.0002593193,0.000148471,0.0000183787],"category_scores_gemma":[0.002991871,0.000181693,0.0001814919,0.0002653511,0.00009292401,0.0004289329,0.00008131498,0.0006566162,7.563645e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001710426,"about_ca_system_score_gemma":0.00003026417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003940399,"about_ca_topic_score_gemma":0.00002362821,"domain_scores_codex":[0.9972217,0.001117011,0.000818056,0.0002454662,0.0002928498,0.0003048861],"domain_scores_gemma":[0.9914854,0.007707839,0.000178926,0.0001692384,0.0003918266,0.00006676204],"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":[0.0006677131,0.0002147258,0.0007057947,0.0001452467,0.0004326104,0.00001283822,0.00441872,0.01206352,0.358279,0.004133473,0.0007916231,0.6181347],"study_design_scores_gemma":[0.001744854,0.000136043,0.005694738,0.00007186315,0.00007803056,0.0002120247,0.0008475985,0.9061754,0.01470186,0.01374249,0.05632408,0.0002710571],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01443446,0.0004451388,0.9793806,0.001058321,0.00387509,0.0004726307,0.00002920495,0.00003017714,0.0002744],"genre_scores_gemma":[0.09944451,0.0001471247,0.8996058,0.0001906291,0.000428713,0.0001035228,0.000009821224,0.00003795705,0.00003193295],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8941118,"threshold_uncertainty_score":0.7409225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0512915737943842,"score_gpt":0.4565066651415329,"score_spread":0.4052150913471487,"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."}}