{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001405829,0.000128448,0.0002957645,0.00004317926,0.0000304047,0.00003051817,0.0001228593,0.00001986246,0.0001436661],"category_scores_gemma":[0.00006969192,0.0001145653,0.0001058306,0.0004141657,0.00002256308,0.0001120201,0.00001786187,0.0001068432,0.000253465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002274304,"about_ca_system_score_gemma":0.00001370575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001121092,"about_ca_topic_score_gemma":0.0001015174,"domain_scores_codex":[0.9992225,0.0000316791,0.0002751489,0.0001523898,0.000143246,0.000175054],"domain_scores_gemma":[0.9996431,0.00003945959,0.00001550133,0.0002002754,0.00004228497,0.00005932073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001973484,0.000446245,0.0009152399,0.004877476,0.0002913674,0.00002138196,0.001521686,0.01117656,0.3699531,0.1404942,0.01074961,0.4595334],"study_design_scores_gemma":[0.00008899198,0.00002892515,0.0004386989,0.0003830064,0.0000258986,3.54518e-7,0.000004042085,0.9950106,0.0008569757,0.000725355,0.002285692,0.0001515094],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.895001,0.01538287,0.04238762,0.0009268015,0.0004107973,0.0008009141,0.00001734689,0.0005528167,0.04451982],"genre_scores_gemma":[0.9952837,0.002529232,0.00147989,0.00031696,0.0002859638,0.00003161677,0.00001414717,0.00002179589,0.00003669832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.983834,"threshold_uncertainty_score":0.4671836,"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."}}