{"id":"W2119853423","doi":"10.1139/l01-089","title":"Velocity distribution in decelerating flow over rough surfaces","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Froude number; Reynolds number; Boundary layer; Mechanics; Shear velocity; Open-channel flow; Turbulence; Wake; Boundary layer thickness; Law of the wall; Geometry; Mathematics; Surface roughness; Physics; Flow (mathematics); Geology; Thermodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002449023,0.0002004424,0.0003269559,0.0008262049,0.0002609133,0.0003017471,0.0001742271,0.0001756027,0.0006843765],"category_scores_gemma":[0.0007715958,0.0001119941,0.00011777,0.0002988099,0.0005088952,0.0002247416,0.0002080185,0.0002461491,0.00008240242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002188881,"about_ca_system_score_gemma":0.000127829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001273983,"about_ca_topic_score_gemma":0.0006530941,"domain_scores_codex":[0.9998759,0.00001327127,0.000005992021,0.00002578809,0.0000437603,0.00003531193],"domain_scores_gemma":[0.9995404,0.0001162112,0.00009723809,0.00003538118,0.0001485615,0.00006218396],"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":[0.0009847959,0.0001327186,0.03196916,0.00005480205,0.00001011098,0.0002766,0.0006561196,0.003566884,0.9463549,0.000506689,0.00006086936,0.01542639],"study_design_scores_gemma":[0.0001225553,0.003998775,0.4153231,0.00003018828,0.00007032466,0.0006379928,0.001098791,0.03901776,0.5370897,0.0009464477,0.001551488,0.0001128246],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993595,0.00002047097,0.0004731129,0.000001286831,7.965406e-7,0.00000301625,0.000008091681,0.00001111427,0.0001225896],"genre_scores_gemma":[0.9990584,0.00002236434,0.0006848968,0.000002510712,9.076658e-7,0.000004154291,0.00005122027,0.000004358786,0.0001711667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001273983,"threshold_uncertainty_score":0.002533138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006808134341333918,"score_gpt":0.1622762548339036,"score_spread":0.1554681204925697,"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."}}