{"id":"W2138038418","doi":"10.1139/l05-033","title":"Fluid-sediment dynamics around a barb: an experimental case study of a hydraulic structure for the Pacific Northwest","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"ACT-X; Washington State Department of Transportation; Washington State University","keywords":"STREAMS; Geology; Turbulence; Sediment; Eddy; Acoustic Doppler velocimetry; Hydraulic structure; Particle image velocimetry; Flow (mathematics); Erosion; Geotechnical engineering; Dimensionless quantity; Flow conditions; Sediment transport; Hydraulics; Hydrology (agriculture); Bank erosion; Geomorphology; Engineering; Mechanics; Geometry; Meteorology; Geography; Laser Doppler velocimetry; Mathematics","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":[0.0002956658,0.0004675145,0.0005162251,0.0004207944,0.001675031,0.0005805375,0.0005996481,0.000716015,0.001038434],"category_scores_gemma":[0.0009175726,0.0002786652,0.0002980198,0.0004438622,0.001192523,0.0003982979,0.0007311287,0.000669643,0.000141921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009052637,"about_ca_system_score_gemma":0.00127216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02244377,"about_ca_topic_score_gemma":0.06725644,"domain_scores_codex":[0.9997329,0.00003413387,0.0000184906,0.00006318912,0.00009542072,0.00005579303],"domain_scores_gemma":[0.9994092,0.0001444867,0.000112547,0.00009247669,0.000111892,0.0001294439],"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":[0.005436074,0.01360475,0.2036088,0.0006567745,0.000183634,0.008352448,0.005460377,0.2139411,0.4861248,0.002822364,0.001729062,0.05807998],"study_design_scores_gemma":[0.000860256,0.03348452,0.400813,0.0001138688,0.0002670276,0.001199683,0.009582934,0.2594937,0.2872333,0.001515334,0.005189704,0.0002466544],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989043,0.000005434624,0.000665248,0.00001118367,0.000002181661,0.00003948985,0.00006159783,0.00001078707,0.0002997202],"genre_scores_gemma":[0.9962564,0.00003839492,0.002701553,0.00000906354,0.000001896825,0.00006774906,0.0001177114,0.000006674863,0.0008006246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02244377,"threshold_uncertainty_score":0.0446263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006722168715320048,"score_gpt":0.201429647389217,"score_spread":0.1947074786738969,"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."}}