{"id":"W2886290461","doi":"10.1103/physrevfluids.3.074003","title":"Stratified flows in axially rotating pipes","year":2018,"lang":"en","type":"article","venue":"Physical Review Fluids","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies; China Scholarship Council; Canada Foundation for Innovation","keywords":"Axial symmetry; Displacement (psychology); Rotation (mathematics); Mechanics; Fluid dynamics; Flow (mathematics); Fluid motion; Stratified flow; Geology; Physics; Engineering; Structural engineering; Mathematics; Geometry; Turbulence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002207063,0.0003935443,0.0004281058,0.0006430647,0.0003819537,0.0006264237,0.0004176855,0.0004744846,0.0007959722],"category_scores_gemma":[0.0006922586,0.0003263838,0.0003592887,0.0003329942,0.001106808,0.0006516215,0.0007034668,0.0003065104,0.0002944182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006967832,"about_ca_system_score_gemma":0.0004077317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002914659,"about_ca_topic_score_gemma":0.001000271,"domain_scores_codex":[0.9998772,0.00003763152,0.000007488443,0.00002223949,0.00002794154,0.00002749297],"domain_scores_gemma":[0.9998363,0.00002756036,0.00005223901,0.00001222263,0.0000419307,0.00002971348],"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":[0.0008214642,0.0001185295,0.01402352,0.0006222762,0.0001498375,0.001920508,0.001040872,0.4100211,0.2795599,0.2379259,0.003165158,0.05063105],"study_design_scores_gemma":[0.000190016,0.0005266789,0.02602706,0.00009727447,0.00006719736,0.000679543,0.0003069445,0.8773556,0.02016006,0.0656806,0.008771723,0.0001372281],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8768797,0.005905831,0.0993541,0.0006764626,0.0001877214,0.00009826205,0.0001747812,0.0002746875,0.01644841],"genre_scores_gemma":[0.9879297,0.001898026,0.004845039,0.00008722006,0.00009486683,0.0000308451,0.0000914014,0.00002463,0.004998141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002914659,"threshold_uncertainty_score":0.005795419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085687979582769,"score_gpt":0.2751837276886118,"score_spread":0.2643268478927841,"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."}}