{"id":"W2150673628","doi":"10.1017/s0022112009007733","title":"Symmetric Holmboe instabilities in a laboratory exchange flow","year":2009,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Wavelength; Physics; Mechanics; Instability; Acceleration; Channel (broadcasting); Open-channel flow; Flow (mathematics); Constant (computer programming); Classical mechanics; Optics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005408195,0.0001648799,0.0003207337,0.000637399,0.00002137697,0.000035775,0.0002106765,0.0001170008,0.00004280928],"category_scores_gemma":[0.00009559984,0.0001551551,0.0001078816,0.000716541,0.000005308418,0.0002611835,0.0000154301,0.000349503,0.000008863416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002111856,"about_ca_system_score_gemma":0.0000561407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001541853,"about_ca_topic_score_gemma":0.000007888409,"domain_scores_codex":[0.9988013,0.00003069981,0.0005148996,0.00009076399,0.0002947012,0.0002676205],"domain_scores_gemma":[0.9994609,0.00004195917,0.00006770024,0.0001750516,0.0001405641,0.0001138656],"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":[0.0001827105,0.0007290736,0.0002222317,0.0005370699,0.0002102044,0.0009044732,0.003178104,0.7186019,0.1011095,0.04584346,0.01185359,0.1166276],"study_design_scores_gemma":[0.0008273068,0.0003095873,0.0004167228,0.00009867163,0.00001930745,0.00004253265,0.00006738544,0.9886597,0.001287748,0.002675981,0.00537291,0.0002221351],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777421,0.01284447,0.005639589,0.0002420532,0.002011541,0.0001667965,0.00003015521,0.00008667631,0.001236624],"genre_scores_gemma":[0.9946995,0.002551258,0.002313543,0.0001670492,0.000213913,0.000001735777,0.000001603956,0.0000264661,0.0000249486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2700578,"threshold_uncertainty_score":0.6327042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006741380348076921,"score_gpt":0.194482800258434,"score_spread":0.1877414199103571,"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."}}