{"id":"W2896933461","doi":"","title":"AEROACOUSTIC RESPONSE OF ISOLATED STRAIGHT FIN CYLINDERS WITH DIFFERENT FIN HEIGHT IN CROSS FLOW","year":2018,"lang":"en","type":"article","venue":"","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Fin; Acoustic resonance; Materials science; Sound pressure; Heat exchanger; Resonance (particle physics); Flow (mathematics); Mechanics; Tube (container); Acoustics; Intensity (physics); Physics; Optics; Composite material; Thermodynamics; Atomic physics","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":[0.00009936187,0.000136052,0.0001636881,0.0001095536,0.00002409416,0.00001819607,0.0000764743,0.00009480053,0.0005591933],"category_scores_gemma":[0.00001125203,0.0001032097,0.00002385654,0.0002258027,0.00006094937,0.00007819185,0.000005103627,0.0001011887,0.000008802501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004162444,"about_ca_system_score_gemma":0.00002543312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000152478,"about_ca_topic_score_gemma":0.0004333034,"domain_scores_codex":[0.9992762,0.00003682659,0.0002287322,0.0001340012,0.00011272,0.000211556],"domain_scores_gemma":[0.9996733,0.00006471691,0.000005946795,0.0001552347,0.00004486693,0.00005590208],"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":[0.001623212,0.0001100075,0.00301742,0.0001132984,0.0000566053,0.00001489158,0.002379762,0.9747116,0.01679701,0.0000524473,0.0001851048,0.000938646],"study_design_scores_gemma":[0.001219677,0.0002765885,0.0490801,0.00006352115,0.00001127235,0.000002824067,0.00003653278,0.9180529,0.03103833,0.00001191395,0.00002592997,0.0001803776],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7014006,0.00001713084,0.297141,0.00002635348,0.00006037093,0.0001125041,0.000009901599,0.00008856502,0.001143521],"genre_scores_gemma":[0.9980456,0.00001328775,0.001659707,0.00001827932,0.00001899099,0.000006468715,0.00001124796,0.00002587782,0.0002005932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.296645,"threshold_uncertainty_score":0.6122774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009002791041279422,"score_gpt":0.2193817072858893,"score_spread":0.2103789162446099,"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."}}