{"id":"W4391733831","doi":"10.1063/5.0187715","title":"Vortex-induced vibrations in the presence of moderate freestream turbulence","year":2024,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Freestream; Turbulence; Vortex; Mechanics; Kármán vortex street; Classical mechanics; Aerospace engineering; Reynolds number","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":[0.00009382168,0.00007798149,0.0001205289,0.00005752413,0.00001600838,0.00003317261,0.0001718038,0.00002677135,0.000009846807],"category_scores_gemma":[0.00001209927,0.00006221909,0.00006787672,0.0004893764,0.00002567076,0.0001932714,0.00001447003,0.00009469408,0.000004899441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009467271,"about_ca_system_score_gemma":0.00002459283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007412875,"about_ca_topic_score_gemma":0.00003340576,"domain_scores_codex":[0.999443,0.00001891468,0.0002062639,0.000094849,0.0001516319,0.00008531715],"domain_scores_gemma":[0.9996228,0.00008473244,0.00001226545,0.0002310031,0.00003454872,0.00001469853],"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":[0.000003368862,0.00006847922,0.0001385013,0.0001697267,0.00007907741,0.000002556962,0.002832805,0.5602643,0.2604252,0.172566,0.0002685528,0.003181505],"study_design_scores_gemma":[0.00003692135,0.00001355819,0.0002943037,0.00004037364,0.00001706214,2.703452e-7,0.00005238926,0.9662521,0.0250258,0.008196538,0.00001259936,0.00005809738],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8684117,0.000435478,0.1283106,0.000183144,0.0001319365,0.0001168437,0.00003638346,0.00006484308,0.002309042],"genre_scores_gemma":[0.9992903,0.00008414486,0.0005277151,0.00001050198,0.00003498451,0.00001142605,0.00001010557,0.00001053932,0.00002022231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4059878,"threshold_uncertainty_score":0.253722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417426171851427,"score_gpt":0.2402168222141582,"score_spread":0.2260425604956439,"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."}}