{"id":"W4365505912","doi":"10.1016/j.jfluidstructs.2023.103889","title":"Dynamics of a hanging fluid-discharging pipe subjected to reverse external flow: An experimental investigation","year":2023,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Mechanics; Cantilever; Displacement (psychology); Tube (container); Flow (mathematics); Fluid dynamics; Fluid–structure interaction; Pipe flow; Dynamics (music); Inlet; Materials science; Structural engineering; Engineering; Physics; Mechanical engineering; Turbulence; Acoustics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001440758,0.0001034898,0.0002003065,0.0003615529,0.00005785615,0.0000453762,0.00008473529,0.00004639467,0.00004412816],"category_scores_gemma":[0.00002527186,0.00008998105,0.00006691758,0.0003082685,0.00002449582,0.0002442289,0.00001907803,0.00009417278,8.268059e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004480702,"about_ca_system_score_gemma":0.00001731772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009198535,"about_ca_topic_score_gemma":0.00001954145,"domain_scores_codex":[0.9992414,0.00002498043,0.0003352329,0.00007693084,0.0002013821,0.0001201143],"domain_scores_gemma":[0.9996448,0.00001421039,0.00006431212,0.0000803624,0.00006352123,0.0001327682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002876324,0.000004865779,0.001735009,0.00003370399,0.00005876472,0.00001639996,0.002984434,0.09525374,0.8966619,0.0006995624,0.0003746257,0.002148178],"study_design_scores_gemma":[0.0003565318,0.00009364852,0.01136927,0.00006889403,0.00003870533,0.00005061214,0.002006808,0.9178814,0.06684886,0.001129873,0.0000179924,0.0001374081],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503375,0.000193064,0.04906391,0.0001191946,0.000177645,0.00003731489,0.00001038763,0.00003586531,0.0000250673],"genre_scores_gemma":[0.9933426,0.00004143697,0.006397311,0.00005547546,0.0001083225,7.421283e-7,0.00001206608,0.00001459206,0.00002747084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8298131,"threshold_uncertainty_score":0.3669321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008828454252031288,"score_gpt":0.2367186379053565,"score_spread":0.2278901836533252,"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."}}