{"id":"W3092601222","doi":"10.1063/5.0023695","title":"On the self-constraint mechanism of the cross-stream secondary flow in a streamwise-rotating channel","year":2020,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Chinese Academy of Sciences; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Physics; Mechanics; Magnitude (astronomy); Rotation (mathematics); Shear stress; Reynolds stress; Reynolds number; Flow (mathematics); Open-channel flow; Classical mechanics; Turbulence; Geometry; Mathematics","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":[0.0001954608,0.0002145534,0.0003063447,0.000470279,0.000312795,0.0004977384,0.000390941,0.000211991,0.001564437],"category_scores_gemma":[0.0004089359,0.0001611916,0.0002534481,0.0001601773,0.0005573624,0.0004609857,0.0003481237,0.0002168536,0.0001781087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003863362,"about_ca_system_score_gemma":0.0005691748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001767726,"about_ca_topic_score_gemma":0.00126081,"domain_scores_codex":[0.9999354,0.00001131906,0.000003465702,0.00001449636,0.00002363609,0.00001173385],"domain_scores_gemma":[0.9997616,0.00004969098,0.00006870132,0.00002460853,0.00006292069,0.0000324333],"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":[0.000309896,0.0001587603,0.01011156,0.0001683605,0.00004735335,0.001231109,0.0002674298,0.1233636,0.7097027,0.1261602,0.000957087,0.02752196],"study_design_scores_gemma":[0.00006041534,0.0001713492,0.02073685,0.00001185182,0.00002243999,0.0003004356,0.00006222123,0.9031579,0.05947211,0.01463337,0.001316463,0.00005446325],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9120005,0.000356781,0.07704496,0.00032974,0.00004360669,0.00004474305,0.00008565407,0.0002297888,0.009864188],"genre_scores_gemma":[0.9963954,0.00009907857,0.002462859,0.0000137063,0.00001357486,0.000008643117,0.00001524954,0.0000197706,0.0009717917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001767726,"threshold_uncertainty_score":0.005233586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009797027735551,"score_gpt":0.2027054513062671,"score_spread":0.1926074810289116,"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."}}