{"id":"W4251186258","doi":"10.1063/1.3560385.2","title":"10.1063/1.3560385.2","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; 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":[0.00007680754,0.0005432388,0.000548247,0.0003753915,0.00006439009,0.0004642312,0.0005311948,0.0004301821,0.005441766],"category_scores_gemma":[0.00006095251,0.0005401428,0.0003810625,0.0004107316,0.00005331472,0.0004481121,0.0001167411,0.0004104725,0.01432219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009962333,"about_ca_system_score_gemma":0.00002616188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008065398,"about_ca_topic_score_gemma":0.0002024307,"domain_scores_codex":[0.9982699,0.00001386372,0.0005089821,0.0004244666,0.0003434354,0.0004393634],"domain_scores_gemma":[0.9987711,0.00005279641,0.00008556023,0.000838488,0.00005857759,0.0001934828],"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":[0.00001051516,0.00005223091,0.000002011129,0.0001016994,0.0002360543,0.00003416371,0.000009792437,0.0002534868,0.000003654401,0.00003329236,0.9971573,0.002105774],"study_design_scores_gemma":[0.0001758497,0.00006978901,0.00001638415,0.0000373572,0.0001061001,0.00001195804,0.000008236569,0.008092526,0.000007610464,0.0000739082,0.9907625,0.0006378199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000398415,0.0003167861,0.0006883144,0.000004183191,0.000422456,0.0001518352,0.9722291,0.0003943094,0.02575315],"genre_scores_gemma":[0.001201785,0.0001587425,0.00004687469,0.00006033756,0.000244375,0.00003784108,0.9941358,0.00008983353,0.0040244],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02190669,"threshold_uncertainty_score":0.999705,"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."}}