{"id":"W2047782055","doi":"10.1115/pvp2007-26458","title":"On Damping and Fluidelastic Instability in a Tube Bundle Subjected to Two-Phase Cross-Flow","year":2007,"lang":"en","type":"article","venue":"","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Mechanics; Instability; Materials science; Damping ratio; Bundle; Two-phase flow; Capillary action; Thermoelastic damping; Added mass; Flow (mathematics); Thermodynamics; Physics; Vibration; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003549788,0.0003024882,0.0003635719,0.0003837387,0.0003016209,0.0001878057,0.0002054738,0.0002787803,0.001034334],"category_scores_gemma":[0.0007958646,0.0001677716,0.0001494799,0.0001665602,0.0004932769,0.0002841924,0.0003185807,0.0002617819,0.0001667195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001758946,"about_ca_system_score_gemma":0.00008185927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004435025,"about_ca_topic_score_gemma":0.0004643868,"domain_scores_codex":[0.9997675,0.00004734354,0.000008745706,0.00004294511,0.0001001765,0.00003325391],"domain_scores_gemma":[0.9993217,0.0002817755,0.0001368654,0.00004948996,0.000134877,0.00007527766],"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":[0.0001518841,0.00004879849,0.0007896849,0.00002050261,0.000003026053,0.00008501441,0.0001141313,0.0006392219,0.9959519,0.00004464573,0.00001195757,0.002139337],"study_design_scores_gemma":[0.00001607379,0.001454168,0.01438174,0.000007091989,0.00001157389,0.0001360966,0.0000887388,0.02060924,0.9629238,0.00005597957,0.0003024533,0.00001301489],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974943,0.00006539631,0.002273218,0.000008324696,0.000003380151,0.000008807032,0.0000103581,0.00001938899,0.0001168627],"genre_scores_gemma":[0.9978521,0.00005983507,0.001682978,0.00000787144,0.000004914293,0.00001257556,0.00002505994,0.000008898091,0.000345738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001034334,"threshold_uncertainty_score":0.003460169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008965935502502898,"score_gpt":0.2882086428231658,"score_spread":0.2792427073206629,"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."}}