{"id":"W2944395773","doi":"10.1017/jfm.2019.265","title":"Three-dimensional wakes behind cylinders of square and circular cross-section: early and long-time dynamics","year":2019,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Compute Canada; University of Ottawa","keywords":"Wake; Reynolds number; Cylinder; Vortex shedding; Physics; Instability; Square (algebra); Mechanics; Wavenumber; Vortex; Geometry; Turbulence; Mathematics; Optics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003153884,0.0001384779,0.0003151731,0.0001964721,0.00004515428,0.00006663483,0.00008623524,0.0001355066,0.0001029984],"category_scores_gemma":[0.00001861969,0.000130679,0.0001228443,0.0001198985,0.00002045661,0.0002582446,0.000028439,0.0002056289,0.000005029028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005980745,"about_ca_system_score_gemma":0.00003209375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000871578,"about_ca_topic_score_gemma":0.00003830924,"domain_scores_codex":[0.9989709,0.00001341914,0.0004667646,0.0001153109,0.0003015776,0.0001320866],"domain_scores_gemma":[0.9993851,0.00004080273,0.0001447367,0.0001374816,0.0001875241,0.0001043631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003977488,0.000251932,0.08185953,0.001043544,0.003106834,0.000123517,0.0009086948,0.5914053,0.2971289,0.0174063,0.0004698342,0.005897834],"study_design_scores_gemma":[0.0006034313,0.0001876023,0.007516579,0.00005372722,0.00008279241,0.000109495,0.00001772359,0.9896957,0.0009539243,0.0006228684,0.00002169087,0.0001345069],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9458693,0.0009264881,0.05264125,0.00006103455,0.0003612675,0.00007258666,0.00001552179,0.00001494734,0.00003762757],"genre_scores_gemma":[0.9987693,0.0001428509,0.0009253285,0.00002039282,0.0000680086,4.15088e-7,0.00000732338,0.00002556982,0.00004079447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3982904,"threshold_uncertainty_score":0.5328935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005202602624701742,"score_gpt":0.2022429308929111,"score_spread":0.1970403282682093,"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."}}