{"id":"W2771013656","doi":"10.5539/mer.v7n2p18","title":"Numerical Analysis of Flow Behavior in Vortex Tube for Different Gases","year":2017,"lang":"en","type":"article","venue":"Mechanical Engineering Research","topic":"Ranque-Hilsch vortex tube","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vortex tube; Vortex; Tube (container); Turbulence; Mechanics; Flow (mathematics); Materials science; Work (physics); Computational fluid dynamics; Thermodynamics; Physics; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000275869,0.0003333074,0.0003870868,0.0005938077,0.000532842,0.000565339,0.0003169284,0.0007007936,0.001135372],"category_scores_gemma":[0.0006337729,0.0001346232,0.0003495382,0.0005286041,0.0005185785,0.0003561489,0.000286091,0.0002194255,0.0001117081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004053137,"about_ca_system_score_gemma":0.0004527232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002721037,"about_ca_topic_score_gemma":0.001187885,"domain_scores_codex":[0.9998715,0.00002230912,0.000009046011,0.00002223669,0.00004318521,0.00003170149],"domain_scores_gemma":[0.99971,0.0001236776,0.00005148598,0.00001731258,0.00007646628,0.00002097887],"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":[0.0004622903,0.0002074533,0.01119797,0.0002972797,0.00003483078,0.0006784365,0.0004437637,0.8218076,0.1361074,0.006787885,0.001051864,0.02092328],"study_design_scores_gemma":[0.00001361964,0.0001134166,0.001729504,0.00001245689,0.000005131451,0.00004890872,0.00006072015,0.9849693,0.0120796,0.0003941496,0.0005577756,0.00001543893],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9394182,0.000566987,0.05128034,0.0002268522,0.00007082253,0.00006737038,0.0003306874,0.0003324668,0.007706272],"genre_scores_gemma":[0.9800988,0.0001815241,0.01759097,0.00001382107,0.000007890833,0.0000640961,0.0001956144,0.00002274675,0.001824548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002721037,"threshold_uncertainty_score":0.005410373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05557829504927125,"score_gpt":0.3476172844515186,"score_spread":0.2920389894022473,"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."}}