{"id":"W4251416766","doi":"10.1063/1.3560385.3","title":"10.1063/1.3560385.3","year":2011,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Reynolds number; Vortex shedding; Shearing (physics); Cylinder; Vortex; Flow visualization; Laser Doppler velocimetry; Mechanics; Physics; Shear flow; Velocimetry; Optics; Geometry; Flow (mathematics); Turbulence; Mathematics; Materials 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007580405,0.000547027,0.0005507356,0.000377734,0.0000645687,0.0004664111,0.0005320915,0.0004329133,0.005562149],"category_scores_gemma":[0.00006024473,0.000543859,0.0003843065,0.0004141329,0.00005402034,0.0004565343,0.0001188815,0.0004095507,0.014836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009976688,"about_ca_system_score_gemma":0.00002618529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000779304,"about_ca_topic_score_gemma":0.0002055621,"domain_scores_codex":[0.9982601,0.00001378509,0.0005128137,0.0004257656,0.0003455689,0.0004418993],"domain_scores_gemma":[0.9987662,0.0000524836,0.00008623533,0.0008417157,0.00005904216,0.0001943311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000107044,0.00005306693,0.00000203123,0.000103681,0.000236473,0.00003538486,0.000009392609,0.000242028,0.000003738181,0.00003308269,0.9973294,0.001941069],"study_design_scores_gemma":[0.0001772874,0.00006963438,0.00001679376,0.00003682094,0.0001068582,0.00001217943,0.000007825334,0.007658774,0.000007714912,0.0000739043,0.9911916,0.0006405798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003775138,0.0003096036,0.0006547565,0.000004206423,0.0004189293,0.0001555098,0.974276,0.0003932983,0.02374992],"genre_scores_gemma":[0.001086897,0.0001606102,0.0000463531,0.00006297418,0.000240907,0.00003891836,0.9945508,0.00009060265,0.003722001],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02027471,"threshold_uncertainty_score":0.9997013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007273832577711108,"score_gpt":0.1921563314621127,"score_spread":0.1848824988844016,"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."}}