{"id":"W4233045010","doi":"10.1063/1.3560385.1","title":"10.1063/1.3560385.1","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; Velocimetry; Shear flow; Optics; Geometry; Turbulence; Flow (mathematics); Materials science; Mathematics","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":[0.00007822076,0.000543859,0.0005483841,0.0003753838,0.00006397346,0.0004646462,0.000534398,0.0004303876,0.00559997],"category_scores_gemma":[0.00006170558,0.0005407005,0.0003819133,0.0004107956,0.00005348732,0.0004567461,0.0001182108,0.0004072731,0.01434359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009959601,"about_ca_system_score_gemma":0.00002627477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007744128,"about_ca_topic_score_gemma":0.0002047044,"domain_scores_codex":[0.9982691,0.0000140517,0.0005096269,0.0004241273,0.0003436483,0.0004394336],"domain_scores_gemma":[0.9987721,0.00005379707,0.00008559677,0.0008366281,0.00005857307,0.0001933042],"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":[0.0000110215,0.00005236169,0.000002057034,0.0001034533,0.0002360426,0.00003426239,0.000009577039,0.0002443368,0.000003805985,0.00003358827,0.9972175,0.002051958],"study_design_scores_gemma":[0.0001767087,0.00006905484,0.00001799088,0.00003714259,0.0001062063,0.00001175639,0.000007921746,0.007810888,0.000007528874,0.0000722779,0.9910441,0.0006384032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004031845,0.0003171011,0.0006689865,0.000004205719,0.0004237154,0.0001546964,0.9723591,0.0003878579,0.02564398],"genre_scores_gemma":[0.001154481,0.0001603672,0.00004711004,0.00006198334,0.0002448581,0.00003787692,0.9942735,0.00008982717,0.003929998],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02191436,"threshold_uncertainty_score":0.9997045,"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."}}