{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009681182,0.0001318535,0.0003208322,0.0001110424,0.00004502037,0.00001536256,0.0001220207,0.00006902416,0.00004575165],"category_scores_gemma":[0.0004483378,0.0001194353,0.0001020073,0.0001724133,0.000008022707,0.0001859713,0.00001548512,0.0001874617,0.000005083218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001036979,"about_ca_system_score_gemma":0.00007405209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000106222,"about_ca_topic_score_gemma":0.000002836011,"domain_scores_codex":[0.9984667,0.00005126876,0.0006440437,0.00006947257,0.0005864031,0.0001821301],"domain_scores_gemma":[0.9990864,0.00006753483,0.0001943535,0.0001295251,0.0004408139,0.00008133738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007498948,0.0002068795,0.001001569,0.0004257925,0.001205877,0.00006109992,0.003849788,0.4583517,0.5247672,0.001597068,0.00394209,0.004515938],"study_design_scores_gemma":[0.005483143,0.000791861,0.002209085,0.0006100147,0.0005833156,0.0004238511,0.001549014,0.3894201,0.5900404,0.004317836,0.003655662,0.0009157275],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7768551,0.005300478,0.2089947,0.0001385746,0.003626219,0.0003414497,0.00001022759,0.0001204672,0.004612728],"genre_scores_gemma":[0.9726738,0.0000834531,0.02708082,0.00003094706,0.00008975874,9.713207e-7,2.833932e-7,0.00002571218,0.00001425417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1958187,"threshold_uncertainty_score":0.487043,"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."}}