{"id":"W2152680202","doi":"10.1115/1.1565080","title":"Acoustic Vibration in a Stack Induced by Pipe Bends","year":2003,"lang":"en","type":"article","venue":"Journal of Pressure Vessel Technology","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Stack (abstract data type); Vibration; Acoustics; Structural engineering; Engineering; Turbulence; Upstream (networking); Flow (mathematics); Mechanics; Physics; Computer science; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001644269,0.0003101509,0.0002483568,0.0002366021,0.0003717577,0.0001891717,0.000229426,0.0004111424,0.0007724271],"category_scores_gemma":[0.0002970987,0.0002470013,0.0002193975,0.0001543154,0.000502956,0.0001938455,0.0004065735,0.0003580848,0.0001146383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001859046,"about_ca_system_score_gemma":0.0001180791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006895275,"about_ca_topic_score_gemma":0.0006395436,"domain_scores_codex":[0.9998556,0.00001656197,0.000004353009,0.00002307776,0.00006068005,0.00003968228],"domain_scores_gemma":[0.9998654,0.00003367246,0.00003399165,0.00001074681,0.00002764235,0.00002857469],"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":[0.0007287888,0.0000646273,0.007228347,0.00004264725,0.00002240104,0.002255065,0.0005664309,0.01307015,0.9680073,0.0004382157,0.000163947,0.007412048],"study_design_scores_gemma":[0.0002852103,0.007125305,0.2595085,0.00004145491,0.0001531392,0.003182833,0.00205096,0.1705394,0.5518882,0.001798553,0.003240644,0.0001857723],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972199,0.00001315644,0.002371405,0.00001138167,0.000003734604,0.0000045978,0.00001037185,0.0000336626,0.0003319175],"genre_scores_gemma":[0.9991356,0.000009647554,0.0005220358,0.000003991323,0.000002242096,0.000002909762,0.00001725325,0.000003489251,0.00030285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007724271,"threshold_uncertainty_score":0.002583981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005773807513979375,"score_gpt":0.2157371355951613,"score_spread":0.2099633280811819,"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."}}