{"id":"W4405649272","doi":"10.5802/crphys.213","title":"Eddy-driven Zonal Jet Flows in the Laboratory","year":2024,"lang":"en","type":"article","venue":"Comptes Rendus Physique","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; UK Research and Innovation; National Science Foundation","keywords":"Jet (fluid); Mechanics; Geology; Physics; Geophysics; Aerospace engineering; Meteorology; Engineering","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":[0.00009714829,0.0001606416,0.0001372944,0.00008202472,0.00003020935,0.00009554919,0.0002547884,0.00006578778,0.0001059945],"category_scores_gemma":[0.000004521853,0.0001198263,0.00006790963,0.0003298263,0.00002286721,0.000091634,0.000030947,0.000378719,0.0003180219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005625107,"about_ca_system_score_gemma":0.00002610761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001633064,"about_ca_topic_score_gemma":0.0001094367,"domain_scores_codex":[0.9992957,0.0000378974,0.0001530046,0.000166241,0.0001343439,0.0002128526],"domain_scores_gemma":[0.9996002,0.00009521373,0.000006592,0.0002479367,0.00001554426,0.00003448951],"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":[0.000008424784,0.0001356962,0.0009920411,0.0004525922,0.0001781218,0.00033118,0.00193895,0.6602489,0.03528411,0.0418066,0.2470886,0.01153475],"study_design_scores_gemma":[0.00009568001,0.00001315178,0.001876829,0.00008014865,0.000007778205,0.000004764787,0.00001709936,0.9290259,0.0002106422,0.0005791291,0.06791182,0.0001770457],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779877,0.009389525,0.001141328,0.0006486866,0.001523976,0.0002954704,0.0001120101,0.0006550188,0.008246266],"genre_scores_gemma":[0.9988158,0.000289317,0.0002789774,0.0001312594,0.0003019107,0.00004564079,0.00004037501,0.00003670055,0.00005998644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.268777,"threshold_uncertainty_score":0.4886373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007799700635517657,"score_gpt":0.2132318271934767,"score_spread":0.2054321265579591,"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."}}