{"id":"W1966736606","doi":"10.1007/s10652-014-9349-0","title":"Instabilities in non-rotating and rotating shallow shear flows","year":2014,"lang":"en","type":"article","venue":"Environmental Fluid Mechanics","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Froude number; Rossby number; Mechanics; Physics; Inertial wave; Inviscid flow; Waves and shallow water; Instability; Coalescence (physics); Shear flow; Eddy; Convection; Classical mechanics; Wavenumber; Hydraulic jump; Geology; Rossby wave; Geophysical fluid dynamics; Flow (mathematics); Turbulence; Wave propagation; Optics; Atmospheric sciences; Mechanical wave; Longitudinal wave","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002308083,0.0001367086,0.0001686511,0.00004888412,0.0001337086,0.00004644687,0.0001322393,0.00007102113,0.001325294],"category_scores_gemma":[0.0000620386,0.0001170163,0.000034815,0.00007617874,0.00004722712,0.0001679608,0.00004867421,0.000231139,0.0001455337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009099309,"about_ca_system_score_gemma":0.000005881067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008664255,"about_ca_topic_score_gemma":0.002077116,"domain_scores_codex":[0.9987022,0.0000912315,0.0002264537,0.0003105984,0.0002836915,0.0003858268],"domain_scores_gemma":[0.9995096,0.0001720054,0.00002177651,0.000130124,0.000001788209,0.0001647254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003970316,0.00003626314,0.7452435,0.00003624923,0.000005440399,0.00001135978,0.0004050017,0.004537303,0.005492945,0.0003557493,0.000006125172,0.2438304],"study_design_scores_gemma":[0.000214497,0.0001973185,0.3690797,0.00001213552,0.000001855202,0.000004354379,0.0002371293,0.628381,0.0001437305,0.001272256,0.0003408761,0.0001151462],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982487,0.000193286,0.0006519487,0.000102066,0.00008130827,0.0001713981,0.00001813591,0.00001741239,0.0005157765],"genre_scores_gemma":[0.9956139,0.00008733285,0.004024687,0.000122961,0.00007058847,0.00000399799,0.00002989183,0.00000573062,0.00004086597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6238437,"threshold_uncertainty_score":0.9995877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00875014392094347,"score_gpt":0.1959792592254352,"score_spread":0.1872291153044917,"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."}}