{"id":"W2123665396","doi":"10.1017/s0022112003005986","title":"Velocity measurements of a shear flow penetrating a porous medium","year":2003,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Toronto","funders":"","keywords":"Mechanics; Reynolds number; Rod; Materials science; Volume fraction; Shear velocity; Porosity; Particle image velocimetry; Porous medium; Cylinder; Slip (aerodynamics); Turbulence; Physics; Geometry; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002178784,0.0002988033,0.0002827917,0.0003362646,0.000273175,0.000271645,0.0002169955,0.0003306268,0.000434637],"category_scores_gemma":[0.0006473788,0.0001581354,0.0001840875,0.0002236739,0.0005079599,0.0003091947,0.0003284267,0.0003132143,0.00006851715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836532,"about_ca_system_score_gemma":0.0001588998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008422987,"about_ca_topic_score_gemma":0.0004038032,"domain_scores_codex":[0.9998463,0.00001815281,0.00001055375,0.00003151627,0.00006239008,0.00003103997],"domain_scores_gemma":[0.9996403,0.0001462602,0.00009042786,0.00002244184,0.00005983418,0.00004064522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001110485,0.00002518726,0.00100929,0.00002500054,0.00000345435,0.00005114621,0.00006241538,0.001475533,0.9952781,0.0001061353,0.00001173468,0.001840865],"study_design_scores_gemma":[0.000031318,0.001353249,0.005953828,0.00001017261,0.00001642306,0.0001968054,0.00008449412,0.02723051,0.9645337,0.00009834438,0.0004713863,0.00001981567],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940334,0.00007742535,0.005566169,0.000009224222,0.000005855532,0.0000120547,0.00003550658,0.00002993734,0.0002304459],"genre_scores_gemma":[0.9950458,0.0001121065,0.004532261,0.000006974986,0.000004439918,0.000009318052,0.00005615754,0.000005885526,0.0002271972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008422987,"threshold_uncertainty_score":0.001674712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03892245235854567,"score_gpt":0.2535416306103928,"score_spread":0.2146191782518471,"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."}}