{"id":"W156401322","doi":"10.1016/b978-008044114-6/50038-7","title":"A STUDY ON THE SUPPRESSION OF VORTEX SHEDDING FROM A SQUARE CYLINDER NEAR A WALL","year":2002,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Vortex shedding; Vorticity; Vortex; Physics; Mechanics; Turbulence; Cylinder; Burgers vortex; Square (algebra); Flow (mathematics); Boundary layer; Classical mechanics; Reynolds number; Mathematics; Geometry","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":[],"category_scores_codex":[0.0001368498,0.000379889,0.0005198952,0.0001305588,0.00009898467,0.00007596444,0.0002890514,0.000225621,0.001102381],"category_scores_gemma":[0.00001118021,0.0002739207,0.0003064242,0.00002386913,0.00004414564,0.00002588649,0.00006624241,0.0004689075,0.0001248515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005891022,"about_ca_system_score_gemma":0.00001519638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002858924,"about_ca_topic_score_gemma":0.00003769111,"domain_scores_codex":[0.9985518,0.00003347849,0.0005065259,0.0003147094,0.0004177522,0.0001756803],"domain_scores_gemma":[0.9989004,0.0001203386,0.0001246281,0.0007305485,0.00005785757,0.00006618461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009677975,0.0002870745,0.0002986692,0.0002917014,0.005447826,0.0001850974,0.02263273,0.01655782,0.0007715591,0.01504162,0.002099365,0.9362897],"study_design_scores_gemma":[0.001468655,0.0004032595,0.0007407431,0.002002212,0.001495114,0.000003535485,0.0005012753,0.6183894,0.0001933018,0.004899725,0.3681253,0.001777539],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009151736,0.0003512878,0.00007350993,0.00004102103,0.000204044,0.0006614405,0.00008397085,0.0001126858,0.9893203],"genre_scores_gemma":[0.4905982,0.00006498352,0.0001395421,0.000143028,0.0001412585,0.00004655025,0.00004789116,0.0001712042,0.5086473],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9345122,"threshold_uncertainty_score":0.9999713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868803898328241,"score_gpt":0.2245403930664686,"score_spread":0.2058523540831862,"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."}}