{"id":"W2153346296","doi":"10.1002/rra.2868","title":"Drag Forces on Large Cylinders","year":2015,"lang":"en","type":"article","venue":"River Research and Applications","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Golder Associates (Canada); Université Laval","funders":"","keywords":"Drag; Drag coefficient; Mechanics; Dimensionless quantity; Cylinder; Flow (mathematics); Parasitic drag; Geology; Geotechnical engineering; Context (archaeology); Debris flow; Surface finish; Hydraulic roughness; Debris; Geometry; Physics; Mathematics; Engineering; Mechanical engineering","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":[0.0003225589,0.0004978751,0.000421546,0.001184415,0.0005586218,0.0009330719,0.0003063137,0.0004549725,0.003992441],"category_scores_gemma":[0.001400037,0.0002580741,0.0003068039,0.0003814406,0.001163651,0.000622218,0.001137969,0.0005983083,0.0004872961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006858929,"about_ca_system_score_gemma":0.0005512618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002386562,"about_ca_topic_score_gemma":0.00207606,"domain_scores_codex":[0.9994926,0.00006263702,0.00002028341,0.00009880892,0.0002054464,0.00012027],"domain_scores_gemma":[0.9991421,0.0003927731,0.0001242029,0.00006699648,0.0001377195,0.0001362453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005697251,0.0002249636,0.01832443,0.0005963333,0.00009181368,0.002807834,0.0008568363,0.2875085,0.3691888,0.1449807,0.006050954,0.1687991],"study_design_scores_gemma":[0.0001204294,0.0007668489,0.07565141,0.0001590396,0.00006781072,0.001853374,0.0007429592,0.709751,0.1207895,0.05086246,0.03897996,0.000255394],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8905068,0.001928048,0.07709722,0.0004859878,0.0003711991,0.0001251452,0.000335701,0.000360192,0.02878971],"genre_scores_gemma":[0.9916269,0.0002823384,0.004137152,0.00003887742,0.00003941245,0.00002566347,0.0001010575,0.00001711495,0.003731553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003992441,"threshold_uncertainty_score":0.01335603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06433067370524839,"score_gpt":0.3467302980336611,"score_spread":0.2823996243284127,"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."}}