{"id":"W3213993998","doi":"10.1115/imece2000-2091","title":"Effect of Tube Diameter on Wall Shear Stress Measurements Using Preston Tubes","year":2000,"lang":"en","type":"article","venue":"Fluids Engineering","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Memorial University of Newfoundland","funders":"","keywords":"Calibration; Tube (container); Turbulence; Shear stress; Materials science; Calibration curve; Mechanics; Reynolds number; Boundary layer; Optics; Composite material; Physics; Chemistry; Chromatography","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":[0.001808292,0.0008174863,0.0004851801,0.0006824909,0.0003537688,0.0006150317,0.0006356331,0.0006289356,0.0005823386],"category_scores_gemma":[0.008499287,0.0005636511,0.0002736697,0.0004763622,0.0004731795,0.000588799,0.0005365704,0.0005562991,0.0001998895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003027857,"about_ca_system_score_gemma":0.0001984327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004579076,"about_ca_topic_score_gemma":0.0007300684,"domain_scores_codex":[0.9972216,0.0008069578,0.0002059332,0.0004569988,0.001166255,0.0001422084],"domain_scores_gemma":[0.9905186,0.004926765,0.001461095,0.0008947321,0.0019086,0.0002901326],"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":[0.0007582074,0.0000500773,0.007315043,0.00008573277,0.00002121715,0.0001151479,0.0002843584,0.0008848822,0.9791356,0.00008992509,0.00008355666,0.01117623],"study_design_scores_gemma":[0.00001281974,0.0007797217,0.0198937,0.00001389819,0.00004203023,0.0001107103,0.00008358861,0.004125495,0.9742351,0.00003458311,0.0006356603,0.00003275031],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983742,0.0005281112,0.01487446,0.00004239478,0.00006190055,0.00004600265,0.00007788616,0.0001922566,0.0004349867],"genre_scores_gemma":[0.9811288,0.000259175,0.01769015,0.00005715243,0.00001538746,0.00007236431,0.0001404468,0.00006699962,0.0005695235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001808292,"threshold_uncertainty_score":0.009563267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009179603588086565,"score_gpt":0.2057242344750147,"score_spread":0.1965446308869282,"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."}}