{"id":"W4211149968","doi":"10.1017/jfm.2022.74","title":"Stationary internal hydraulic jumps","year":2022,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Hydraulic flow and structures","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Hydraulic jump; Stratified flows; Mechanics; Jump; Geology; Turbulence; Stratified flow; Entrainment (biomusicology); Physics; Flow (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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002519254,0.00009412888,0.0001606024,0.0001538493,0.00007609765,0.00001670139,0.0002547781,0.00002719134,0.0005919925],"category_scores_gemma":[0.00002218104,0.00008969704,0.0001106564,0.0001261658,0.000004026818,0.0001128955,0.00004944896,0.000397329,0.000007012872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001317885,"about_ca_system_score_gemma":0.00004654035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002051599,"about_ca_topic_score_gemma":9.94411e-7,"domain_scores_codex":[0.9990345,0.0000352396,0.0003422663,0.00005629207,0.0003853294,0.0001463423],"domain_scores_gemma":[0.9996645,0.00003004004,0.00007514601,0.00009761108,0.00004903776,0.00008359974],"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":[0.00008512604,0.00004645361,0.00002008347,0.00004420987,0.0002227461,0.0004040206,0.00121296,0.7957796,0.08723115,0.006102363,0.08653482,0.02231644],"study_design_scores_gemma":[0.001122179,0.0005842578,0.0001804887,0.00002696787,0.00006320955,0.002398357,0.0006638442,0.6384713,0.0133957,0.01625978,0.3264973,0.000336654],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8036106,0.00438249,0.1768549,0.0006551377,0.009405231,0.0001547341,0.00005315423,0.0001555913,0.004728236],"genre_scores_gemma":[0.9980279,0.000110201,0.00120437,0.0002505486,0.0002627749,0.00000236071,0.000002753254,0.00002353006,0.0001155307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2399624,"threshold_uncertainty_score":0.6481903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005755131959512763,"score_gpt":0.1958092387952378,"score_spread":0.190054106835725,"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."}}