{"id":"W2064472710","doi":"10.1023/b:appl.0000004974.74706.6d","title":"An Attempt to Realize Experimental Isotropic Turbulence at Low Reynolds Number","year":2003,"lang":"en","type":"article","venue":"Flow Turbulence and Combustion","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Centre National de la Recherche Scientifique","keywords":"Turbulence; Reynolds number; Physics; Turbulence kinetic energy; Mechanics; K-epsilon turbulence model; Scaling; Reynolds decomposition; Isotropy; RADIUS; Classical mechanics; Optics; Geometry; Mathematics; Reynolds equation; Computer science","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":[0.00225849,0.0006661961,0.0006664479,0.0003581178,0.001164253,0.001028748,0.001089651,0.0008071994,0.001457743],"category_scores_gemma":[0.002904286,0.0004760583,0.0003227416,0.0005300435,0.001616849,0.001256543,0.001090716,0.001383734,0.0006603386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004505502,"about_ca_system_score_gemma":0.0005914425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009482896,"about_ca_topic_score_gemma":0.0009335574,"domain_scores_codex":[0.999082,0.0002287767,0.00006572064,0.0001207163,0.0003685555,0.0001341225],"domain_scores_gemma":[0.9971961,0.0008138251,0.0002416073,0.001034707,0.0005663765,0.0001474516],"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":[0.0005673708,0.0005179981,0.001175165,0.0001305134,0.00001317298,0.000112597,0.0002108624,0.001592464,0.9784736,0.01199504,0.0003131043,0.004898107],"study_design_scores_gemma":[0.000107649,0.0006276782,0.001268242,0.00001003582,0.00001694851,0.0001153415,0.00003599273,0.004699037,0.9894062,0.001325866,0.002365656,0.00002133066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8467495,0.0004529689,0.1376397,0.0004928849,0.0001463816,0.0002957598,0.0003124633,0.000901479,0.01300889],"genre_scores_gemma":[0.9031056,0.0004497127,0.09164279,0.0001370761,0.00005287391,0.0003753749,0.0003891867,0.0002694357,0.003577997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00225849,"threshold_uncertainty_score":0.01194417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006064495650637484,"score_gpt":0.2194627754036481,"score_spread":0.2133982797530106,"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."}}