{"id":"W4303646926","doi":"10.1093/mnras/stac2854","title":"Semitransparent shear turbulence in hot Jupiter atmospheres","year":2022,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institute for Theoretical Astrophysics","keywords":"Physics; Hot Jupiter; Turbulence; Exoplanet; Shear (geology); Astrophysics; Mixing (physics); Instability; Atmosphere of Jupiter; Planet; Mechanics; Jovian; Geology","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":[0.0001050115,0.0001973526,0.0001635252,0.0005159901,0.0003347301,0.0006314216,0.0001424412,0.0001804795,0.0005077065],"category_scores_gemma":[0.0002867144,0.0001353677,0.0001907484,0.0002723205,0.0003329456,0.0002214229,0.0004503781,0.0001677383,0.00005119033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003315431,"about_ca_system_score_gemma":0.00006952097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003696293,"about_ca_topic_score_gemma":0.001463473,"domain_scores_codex":[0.9999474,0.00000671759,0.000004606574,0.00001597651,0.00001009809,0.00001508399],"domain_scores_gemma":[0.99986,0.00002736073,0.00005498844,0.00001318715,0.00001228748,0.00003219574],"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":[0.001099638,0.0001297437,0.6171334,0.00009789207,0.0002253482,0.001339481,0.001123569,0.02390266,0.3402645,0.003108533,0.0004904243,0.01108477],"study_design_scores_gemma":[0.00003889143,0.0001019084,0.9571961,0.000007706046,0.0000255619,0.0001205388,0.0001793572,0.03197695,0.00935746,0.0006469683,0.0003293304,0.00001921771],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996463,0.00003759984,0.00007520444,0.00000899678,7.454891e-7,9.827983e-7,0.00004078097,0.000008682702,0.0001807805],"genre_scores_gemma":[0.9998839,0.0000110768,0.00003206377,0.000001695737,0.000001508205,7.95619e-7,0.00004664854,0.000001261785,0.00002104262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003696293,"threshold_uncertainty_score":0.007349551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008497676674911667,"score_gpt":0.1995767864272373,"score_spread":0.1910791097523256,"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."}}